Note that this list is continuously updating and improving. Please star this repo if you find it useful – it's worth bookmarking!
Want to add an MCP server? Please read CONTRIBUTING.md before opening a PR. Submissions without a public GitHub repo or that don't match the entry format will be closed.
- bytesagain/ai-skills
: Search 60,000+ AI agent skills via MCP SSE or REST API. 7 languages. Free, no auth. Endpoint:
https://bytesagain.com/api/mcp/sse. - @recursechat/mcp-server-apple-shortcuts
: Integrates with macOS Shortcuts for automation via MCP.
- @kimtth/mcp-aoai-web-browsing
: Implements minimal web browsing using Azure OpenAI and Playwright.
- @pskill9/web-search
: Provides web search capabilities using Google results without requiring API keys.
- @co-browser/browser-use-mcp-server
: Packages
browser-useas an MCP server, with Docker support for Chromium and VNC. - @blackwhite084/playwright-plus-python-mcp
: Leverages Playwright via Python, optimized for large language models.
- @executeautomation/playwright-mcp-server
: Utilizes Playwright for web automation and data extraction within an MCP framework.
- @automatalabs/mcp-server-playwright
: Controls web browsers via Playwright through MCP commands.
- vostride/agent-qa
: Provides a local MCP server for authoring, running, and triaging natural-language web and mobile QA tests with execution memory.
- modelcontextprotocol/server-puppeteer
: Automates web interactions and scraping using Puppeteer (part of the official servers collection).
- @kimtaeyoon83/mcp-server-youtube-transcript
: Extracts subtitles and transcripts from YouTube videos for AI processing.
- @achiya-automation/safari-mcp
: Native Safari browser automation for AI agents via AppleScript — 80 tools, zero overhead, keeps logins, runs silently in background. macOS only.
- ghost-in-the-droid/android-agent
: Give any LLM agent a real Android or iPhone as its body. 62 MCP tools: tap, swipe, screenshot, screen-tree reading, app launch, on-device inference (llama.cpp, MediaPipe, MLX), Docker+KVM emulator pools. Works with Claude Code, Cursor, LangChain, and any MCP client.
pip install ghost-in-the-droid
-
ChevalGrand520/local-gpu-imagegen
: Confirmation-gated local NVIDIA GPU image generation for AI agents via your existing ComfyUI install, with SHA-256 model identity, explicit license approval, and no silent model downloads. Windows x64 NVIDIA.
uvx --from local-gpu-imagegen==0.9.1 local-gpu-imagegen serve. -
8enSmith/mcp-open-library
: Connects to the Internet Archive's Open Library API to search book and author information.
-
Vovala14/vynly-mcp
: Post AI-generated images and short video to Vynly, an AI-only social network with provenance verification (C2PA/SynthID). Free demo token, no signup.
-
burningion/video-editing-mcp
: Enables AI-driven video editing, analysis, and search within a video collection.
-
Orkas-AI/Orkas-VideoStudio
: Local-first MCP server and CLI for planning and rendering videos from editable timelines.
-
fasuizu-br/speech-ai-examples
: Speech AI MCP server with pronunciation assessment (phoneme-level scoring, 17MB model, <300ms), text-to-speech, and speech-to-text. 8 tools for language learning, accessibility, and voice applications.
-
ssembleinc/ssemble-mcp-server
: Creates AI-generated short-form video clips from YouTube with captions, music, gameplay overlays, meme hooks, and viral scoring. 9 tools, 3 resources, 2 prompts.
-
r-huijts/rijksmuseum-mcp
: Connects to the Rijksmuseum API for accessing art collections and details.
-
yuna0x0/anilist-mcp
: Provides information on anime and manga through integration with the AniList API.
-
austenstone/myinstants-mcp
: A soundboard MCP server with millions of meme sounds from myinstants.com. Search, play, and browse categories.
npx myinstants-mcp -
MohamedAbdallah-14/prompt-to-asset
: MCP server that generates production-ready visual assets (app icons, favicons, OG images, logos, wordmarks) by routing each request across 30+ image generation models. Zero API key for first run via free-tier providers.
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alichherawalla/video-overlay-kit
: Render 4-6s b-roll overlay videos for short-form social content (LinkedIn, IG Reels, YouTube Shorts, TikTok) and landscape video. Free, local, zero per-render cost. Tools: list_icons, validate_scene, render_scene.
- MervinPraison/praisonai-mcp
: AI Agent framework with built-in MCP tools for search, memory, workflows, code execution, and file operations.
- sandbaseai/sandbase-harness
: Local-first, self-hosted AI-agent runtime and MCP bridge with persistent sessions, approvals, credentials, audit/replay, and selectable execution backends.
- sandbaseai/cli
: Agent-first CLI and local MCP bridge connecting 25 AI client targets to 2,000+ AI models and APIs, with OAuth onboarding, safe config updates, diagnostics, and rollback.
- qualixar/slm-mesh
: Peer-to-peer communication mesh for AI coding agents with 8 MCP tools.
- pouria3/bstorms-skill
: Playbook marketplace for AI agents — browse, buy, download, publish, and rate packages via remote MCP at https://bstorms.ai/mcp.
- adamkrawczyk/agentpact-mcp-server
: AI agent marketplace — discover work, negotiate deals, fulfill orders, and get paid in USDC (42 tools). Hosted at https://mcp.agentpact.xyz/mcp.
- eabz/tirith
: Coordination server for parallel coding agents with TTL file claims, a task board, versioned interface contracts, change notices, and path-scoped memory notes delivered back with each claim.
- cloudflare/mcp-server-cloudflare
: Integrates with various Cloudflare services like Workers and KV.
- isgudtek/mycrab-mcp
: Instant public HTTPS Cloudflare tunnels for AI agents. Free ephemeral URLs in 60s or permanent custom subdomains via Solana micropayment. Install with
uvx mycrab-mcp. - alexei-led/aws-mcp-server
: Enables secure execution of AWS CLI commands and prompt templates within Docker.
- strowk/mcp-k8s-go
: Manages Kubernetes clusters through MCP interactions (Go implementation).
- @flux159/mcp-server-kubernetes
: Controls Kubernetes pods, deployments, and services (TypeScript implementation).
- manusa/kubernetes-mcp-server
: Manages Kubernetes and OpenShift with specialized cluster interaction tools (Java implementation).
- wenhuwang/mcp-k8s-eye
: Provides Kubernetes management features and application health analysis.
- kubestellar/console
: Multi-cluster Kubernetes MCP server (kc-agent) for AI-assisted operations across edge and cloud clusters. 50+ tools for workload placement, policy enforcement, and observability.
- johnneerdael/netskope-mcp
: Accesses Netskope Private Access components and provides setup details.
- nwiizo/tfmcp
: Allows AI assistants to control Terraform environments for infrastructure management.
- harvis-io/harvis-dev-mcp
: Deploys static sites from AI agents via harvis.dev and returns a live URL in seconds, no account or API key required.
- zopdev/mcp
: Cloud cost and infrastructure governance across AWS, Azure, GCP, Databricks and Snowflake. 263 tools (155 read, 108 write), read-only by default, over a hosted remote endpoint at
https://api.zop.dev/mcp-server. Docs · Claude setup.
- ferrislucas/iterm-mcp
: Provides iTerm2 terminal access for command execution and output analysis.
- g0t4/mcp-server-commands
: Executes arbitrary commands and scripts via MCP.
- MladenSU/cli-mcp-server
: Offers a command-line interface with configurable security policies.
- tumf/mcp-shell-server
: Securely executes shell commands through the Model Context Protocol.
- amol21p/mcp-interactive-terminal
: Real interactive terminal sessions for REPLs, SSH, database clients, and any interactive CLI — with clean text output, smart completion detection, and multi-layer security.
- jeannier/homebrew-mcp
: Manages macOS Homebrew packages, searches formulae, and troubleshoots brew issues.
- Coding-Dev-Tools/click-to-mcp
: Auto-wrap any Click or Typer CLI as an MCP server by introspecting commands and options at runtime.
pip install click-to-mcp.
- process-street/process-street-mcp
: Connects AI agents to Process Street workflows, tasks, runs, data sets, and operational records through the official hosted MCP server.
- jonathan-politzki/smartlead-mcp-server
: MCP server for Smartlead. Also works with n8n and workflow automation platforms.
- meharajM/whatsapp-mcp
: Human-in-the-loop approvals and notifications for AI agents via WhatsApp. Enables Cursor, Claude Code, and autonomous AI agents to reach users when they are away from their computers.
- zcaceres/gtasks-mcp
: Manages Google Tasks lists and items via MCP.
- hannesrudolph/imessage-query-fastmcp-mcp-server
: Safely queries and analyzes iMessage conversations, including attachments.
- modelcontextprotocol/server-slack
: Manages Slack channels and messages (part of the official servers collection).
- keturiosakys/bluesky-context-server
: Connects and allows interaction with Bluesky social network instances.
- kiruna-labs/userdispatch-mcp
: Collects user feedback via an embeddable widget and exposes MCP tools for triaging submissions, drafting replies, and generating weekly digests.
- MarkusPfundstein/mcp-gsuite
: Interacts with Gmail and Google Calendar.
- adhikasp/mcp-twikit
: Accesses Twitter search and timeline data.
- kaitoInfra/twitterapi-io-mcp-server
: Hosted MCP server for twitterapi.io — Twitter/X data API for AI agents. 12 read-only tools: tweet search with full operators, profiles, threads, real-time WebSocket streaming. Hosted endpoint at
mcp.twitterapi.io/mcp, npm@kaitoinfra/twitterapi-io-mcp-server. - gotoolkits/mcp-wecombot-server
: Sends messages to WeCom group robots.
- AbdelStark/nostr-mcp
: Enables interaction with the Nostr protocol, including posting notes.
- elie222/inbox-zero-mcp
: Manages Gmail, identifying emails needing replies or follow-ups (part of the Inbox Zero project).
- carterlasalle/mac_messages_mcp
: Securely accesses, analyzes, sends, and receives iMessages on macOS.
- sawa-zen/vrchat-mcp
: Interacts with the VRChat API to retrieve user, world, and avatar information.
- arpitbatra123/mcp-googletasks
: Interfaces with the Google Tasks API for task management.
- Eclipse-XV/twitch-mcp
: Allows Twitch streamers to automate channel point predictions, trigger stream events, and extend interactive chat functionality.
- @taskade/mcp
: Official Taskade MCP server with 50+ tools for managing workspaces, projects, tasks, custom AI agents, and workflow automations. Includes OpenAPI-to-MCP codegen.
- @bifrost-mcp/rippling-mcp
: Integrates with Rippling HR, IT, and Finance platform for employee and company management.
- synapbus/synapbus
: MCP-native agent-to-agent messaging hub with channels, DMs, semantic search, task auction, and web UI.
- TourAround/LystBot
: AI-powered list management for grocery lists, to-dos, and shared packing lists.
- speakai/speakai-mcp
: Official Speak AI server: transcribe, search, and analyze audio/video (100+ languages, speaker labels, call scoring on custom rubrics). npm @speakai/mcp-server, MIT.
- virtualsms-io/mcp-server
: Get real physical-SIM virtual phone numbers and receive SMS/OTP codes across 145+ countries and 700+ services. 12 MCP tools for number discovery, purchase, cancellation, and code extraction.
- nylas/cli
: MCP server for email, calendar, and contacts. 16 tools across Gmail, Outlook, Exchange, Yahoo, iCloud, and IMAP via one auth flow. Install with
nylas mcp install. Docs: https://cli.nylas.com. - @ethora/mcp-server
: Official MCP server for the Ethora open-source chat & messaging platform — 80 tools for managing chat apps, deploying AI agents/chatbots with RAG, broadcasting messages, and B2B provisioning. Install via
npx -y @ethora/mcp-server. - wazionapps/mcp-server
: WhatsApp Business AI tools for messaging, workflow automation, mass marketing, CRM, and Shopify integration.
- meetstream-ai/meetstream-mcp
: Sends AI bots into Zoom, Google Meet and Microsoft Teams to record, transcribe and summarize meetings. 19 tools covering bot lifecycle, transcripts, per-participant audio, live chat and calendar scheduling.
- Atomic-Mail/atomic-mail-agentic
: Email inbox for AI agents — an agent self-registers its own @atomicmail.ai address via proof-of-work (no signup, domain, or card) and sends/receives over the open JMAP standard. Hosted MCP server + AgentSkill.
- sergehuber/inoyu-mcp-unomi-server
: Accesses and updates user profiles on an Apache Unomi CDP server.
- OpenDataMCP/OpenDataMCP
: Connects various Open Data sources to LLMs via MCP.
- @iaptic/mcp-server-iaptic
: Connects to iaptic to retrieve customer purchase and app revenue data.
- explorium-ai/vibeprospecting-mcp
: B2B company and contact intelligence for prospecting workflows.
- DerrickAppOrg/derrick-mcp
: Returns verified work emails, phone numbers, company firmographics, tech stack, hiring signals and French SIRET/SIREN records to any MCP client.
- aliyun/alibabacloud-tablestore-mcp-server
: Provides access to Tablestore, including document management and semantic search.
- busabase/busabase
: Open-source database and workspace for AI agents, with typed tables, docs, files, search, and ChangeRequests for human review before important writes.
- cr7258/elasticsearch-mcp-server
: Enables interaction with Elasticsearch clusters.
- domdomegg/airtable-mcp-server
: Provides read/write access to Airtable databases, including schema inspection.
- rashidazarang/airtable-mcp
: Directly connects AI tools to Airtable for comprehensive data manipulation.
- LucasHild/mcp-server-bigquery
: Allows querying and schema inspection of BigQuery databases.
- c4pt0r/mcp-server-tidb
: Provides access to TiDB databases, including schema inspection and querying.
- ergut/mcp-bigquery-server
: Enables direct access and querying of Google BigQuery.
- ClickHouse/mcp-clickhouse
: Offers schema inspection and querying capabilities for ClickHouse databases.
- get-convex/convex-mcp-server: Introspects Convex tables, functions, and allows one-off queries. (Note: Links to Convex Stack page)
- @gannonh/firebase-mcp
: Provides access to Firebase services like Auth, Firestore, and Storage.
- jovezhong/mcp-timeplus
: Manages Apache Kafka topics and queries streaming data via Timeplus SQL.
- @fireproof-storage/mcp-database-server
: Offers a Fireproof ledger database with multi-user synchronization.
- designcomputer/mysql_mcp_server
: Provides secure MySQL database operations with configurable access controls.
- f4ww4z/mcp-mysql-server
: Offers secure MySQL database interaction.
- FreePeak/db-mcp-server
: Provides a high-performance multi-database server (MySQL & PostgreSQL) with tools for query execution, transactions, and schema exploration.
- modelcontextprotocol/server-postgres
: Enables querying and schema inspection of PostgreSQL databases (part of the official servers collection).
- modelcontextprotocol/server-sqlite
: Provides SQLite database operations with built-in analysis (part of the official servers collection).
- @joshuarileydev/supabase-mcp-server
: Manages Supabase projects and organizations.
- @alexander-zuev/supabase-mcp-server
: Supports SQL query execution and database exploration within Supabase.
- ktanaka101/mcp-server-duckdb
: Integrates with DuckDB, offering schema inspection and query features.
- Dataring-engineering/mcp-server-trino
: Connects to Trino Clusters for querying and data access.
- furey/mongodb-lens
: Provides a fully-featured MCP server for MongoDB Databases.
- QuantGeekDev/mongo-mcp
: Enables direct interaction with MongoDB databases.
- kiliczsh/mcp-mongo-server
: Interacts with MongoDB databases.
- tinybirdco/mcp-tinybird
: Integrates with Tinybird, providing query and API capabilities.
- KashiwaByte/vikingdb-mcp-server
: Integrates with VikingDB for vector store and search functionalities.
- neo4j-contrib/mcp-neo4j
: Enables Model Context Protocol interactions with Neo4j databases.
- niledatabase/nile-mcp-server
: Manages and queries Postgres databases, tenants, users, and auth using LLMs via Nile.
- isaacwasserman/mcp-snowflake-server
: Integrates with Snowflake with read/write operations and insight tracking.
- hannesrudolph/sqlite-explorer-fastmcp-mcp-server
: Provides safe, read-only access to SQLite databases with query validation.
- haymon-ai/database
: Single-binary MCP server for MySQL, MariaDB, PostgreSQL & SQLite. Built in Rust with zero runtime dependencies.
- sirmews/mcp-pinecone
: Integrates with Pinecone, offering vector search capabilities.
- runekaagaard/mcp-alchemy
: Provides universal SQLAlchemy-based database integration, supporting multiple database types.
- quarkiverse/quarkus-mcp-jdbc
: Connects to any JDBC-compatible database (part of Quarkus MCP Servers).
- pab1it0/adx-mcp-server
: Allows querying and analyzing of Azure Data Explorer databases.
- pab1it0/prometheus-mcp-server
: Provides querying and analysis of Prometheus monitoring system.
- neondatabase/mcp-server-neon
: Enables creating and managing Postgres databases with Neon Serverless Postgres.
- XGenerationLab/xiyan_mcp_server
: Supports fetching database data via natural language queries, powered by XiyanSQL.
- bytebase/dbhub
: Provides a universal database MCP server with support for mainstream databases.
- GreptimeTeam/greptimedb-mcp-server
: Enables querying of GreptimeDB.
- idoru/influxdb-mcp-server
: Executes queries against InfluxDB OSS API v2.
- xing5/mcp-google-sheets
: Interacts with Google Sheets, providing create, read, update, and manage functionalities.
- edwinbernadus/nocodb-mcp-server
: Support create, read, update, and delete on NocoDB Database
- theSharque/panopticum
: Control system for managing databases (MongoDB, Redis, ClickHouse, PostgreSQL) in Kubernetes via MCP.
- @rog0x/mcp-database-tools
: SQL formatting, schema visualization, migration generation, and query optimization for AI agents.
-
agiletec-inc/airis-mcp-gateway
: Docker-based MCP multiplexer exposing 60+ tools through 7 meta-tools. Reduces context tokens by 97%. One-command setup, auto-enables servers on demand.
-
21st-dev/Magic-MCP
: Generates UI components based on 21st.dev design principles.
-
cafeTechne/antigravity-link-extension
: Mobile bridge and MCP server for Google's Antigravity IDE. Mirror active AI chat sessions on your phone, send messages, upload files, stop generation, and automate workflows via 9 MCP tools or a local OpenAPI HTTP API. Listed in the official MCP Registry.
-
cocoindex-io/cocoindex-code
: A super light-weight embedded MCP server for coding agents. Uses tree-sitter for code search and indexing, saves 70% tokens and improves speed.
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OliverGrabner/composer-mcp
: Interactive architecture canvas with real-time sync to your codebase built by AI MCP.
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Comet-ML/Opik-MCP
: Enables querying of LLM observability data captured by Opik.
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bosslesss/inference-labs-mcp
: Vendor-neutral LLM routing and model comparison MCP server across OpenAI/Azure, Anthropic, Google, and AWS Bedrock. Includes auth-free pricing and model recommendation tools, plus authenticated routing and side-by-side compare tools.
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OzorOwn/frostbyte-mcp
: MCP server providing AI agents access to 40+ developer APIs with 13 tools for geolocation, crypto, screenshots, scraping, DNS, code execution, PDF generation, search, and more. Works with Claude Desktop, Cursor, and Windsurf.
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sverklo/sverklo
: Local-first repo memory and code-intelligence MCP for Claude Code, Cursor, Windsurf, and Codex CLI. Provides semantic search, symbol lookup, impact analysis, diff-aware review, git-pinned decisions, and no-write proof receipts before setup.
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GLips/Figma-Context-MCP
: Gives coding agents direct access to Figma data.
-
bgauryy/octocode-mcp
: AI-powered developer assistant for research, code analysis, and package discovery across GitHub and npm.
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BetterTyped/hype-stack
: Fullstack SaaS monorepo MCP (~11 tools via npx @hype-stack/cli mcp install). React 19, Hono, Vite, TanStack, shadcn, Electron, Expo, Postgres.
-
mcpjungle/MCPJungle
: Self-hosted MCP registry and gateway for private AI agents.
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panbanda/omen
: Code-health analysis for AI coding agents: complexity, tech debt, dead code, churn hotspots, clones and a health score across ten languages.
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QuantGeekDev/docker-mcp
: Manages Docker containers via MCP.
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askbudi/roundtable
: Zero-configuration MCP server unifying AI coding assistants for agent workflows.
-
r-huijts/xcode-mcp-server
: Integrates with Xcode for project management and build automation.
-
snaggle-ai/openapi-mcp-server
: Connects to HTTP/REST APIs using an OpenAPI specification.
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joeyycli/constitution-lint-action
: Lints CLAUDE.md-style agent constitution/rules files for missing operational guardrails (spend limits, escalation paths, secrets handling). Ships as a GitHub Action, pre-commit hook, Claude Code plugin, and remote MCP server.
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JetBrains/mcpProxy
: Connects to JetBrains IDEs for development tasks.
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tumf/mcp-text-editor
: Provides a line-oriented text file editor, optimized for LLM interaction.
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@joshuarileydev/simulator-mcp-server
: Controls iOS Simulators.
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@joshuarileydev/app-store-connect-mcp-server
: Communicates with the App Store Connect API.
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@delano/postman-mcp-server
: Interacts with the Postman API.
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@haris-musa/excel-mcp-server
: Manipulates Excel workbooks, including data, formatting, and charts.
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RexHuang/snaptools-mcp
: 32+ instant developer tools (JSON/CSS/HTML/SQL/XML formatting, Base64/URL encoding, hashing, UUID generation, regex testing, JWT decoding) via REST API. MCP + OpenAPI 3.1 ready. Free tier.
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ShenghaiWang/xcodebuild
: Builds iOS Xcode workspace/project and feedbacks errors to LLMs.
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@jasonjmcghee/claude-debugs-for-you
: Enables automatic debugging via breakpoints and expression evaluation.
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@Jktfe/serveMyAPI
: Securely stores and accesses API keys across projects using the macOS Keychain.
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jonradoff/lightcms
: AI-native CMS with 41 MCP tools for managing websites through natural language. Create pages, templates, assets, themes, collections, redirects, and more with full content versioning.
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@xzq-xu/jvm-mcp-server
: Implements an MCP server for JVM-based environments.
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@yangkyeongmo/mcp-server-apache-airflow
: Connects to Apache Airflow using the official client.
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hyperb1iss/droidmind
: Controls Android devices, enabling UI automation and debugging.
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Rootly-AI-Labs/Rootly-MCP-server
: Integrates with the Rootly incident management platform.
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YuChenSSR/mindmap-mcp-server
: Generates interactive mindmaps.
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SDGLBL/mcp-claude-code
: Implements Claude Code capabilities using MCP, enabling code understanding and project analysis.
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claw-army/claude-node
: Python subprocess bridge for Claude Code CLI to access native capabilities via stream-json.
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Kiln-AI/Kiln
: Tool for building production-ready AI systems with RAG pipelines, evaluations, synthetic data generation, and MCP tool-calling.
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HendryAvila/Hoofy
: Spec-driven AI development companion with persistent memory, change pipeline, and knowledge graph.
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preflight-dev/preflight
: MCP server for prompt preflight checks, prompt scoring, contract awareness, and session history search via LanceDB.
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deadpixel/roundtable-dashboard
: Multi-model AI debate platform — GPT-4o, Claude, Gemini & 200+ models discuss, then synthesize insight. Tools: consult_council, review_code, debug_issue, design_architecture, plan_implementation, assess_tradeoffs.
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runapi-ai/mcp
: Exposes RunAPI model generation APIs to MCP-compatible agents.
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semgrep/mcp
: A MCP server for using Semgrep to scan code for security vulnerabilities.
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proofofwork-agency/reporecall
: Local codebase memory for Claude Code and MCP clients with AST indexing across 22 languages and hybrid search.
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rm-rf-prod/GroundTruth-MCP
: Self-hosted MCP server for live documentation, code audits, and library best practices.
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@mastra/mcp-docs-server
: Provides AI assistants with direct access to Mastra.ai's complete knowledge base.
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@mastra/mcp
: Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.
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TencentEdgeOne/edgeone-pages-mcp
: Deploy HTML content to EdgeOne Pages and obtain a publicly accessible URL.
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Writbase/writbase
: MCP-native task management for AI agent fleets with multi-agent permissions.
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rafsilva85/skillflow-mcp-server
: AI skills marketplace for searching and discovering curated skills for coding agents.
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@rog0x/mcp-git-tools
: Git analytics — log, diff, blame, branch stats, and commit insights for AI agents.
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@rog0x/mcp-github-tools
: GitHub analytics — repos, PRs, issues, releases, and contributor activity via MCP.
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@rog0x/mcp-docker-tools
: Docker management — containers, images, Dockerfile generation and analysis.
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@rog0x/mcp-npm-tools
: npm utilities — package search, audit, bundle analysis, and dependency checking.
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@rog0x/mcp-testing-tools
: Test generation — unit tests, mocks, and coverage analysis for multiple frameworks.
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@rog0x/mcp-api-tools
: API development — HTTP client, JWT decode, header analysis, and endpoint testing.
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@rog0x/mcp-lint-tools
: Code quality — style checking, naming conventions, and complexity analysis.
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open-qr/openqr
: Hosted QR code MCP server (17 tools) plus a free REST API — generate QR codes and create, edit and track dynamic (editable) QR codes with scan analytics. Remote endpoint
https://openqr.uk/mcpornpx -y @open-qr/mcp, free API key from openqr.uk. -
Muvon/octocode
: Rust semantic code indexer with GraphRAG knowledge graph and MCP server. Tree-sitter parsing, ast-grep structural search, code signatures view. 13+ languages. Local-first.
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@Dusheh/myclaw-toolkit
: 23-in-1 developer utility MCP server with web search, exchange rates, crypto prices, QR codes, UUIDs, RSS feeds, and more. Install via
npx myclaw-toolkit. -
operantlabs/operant-mcp
: Open-source MCP server with 51 security testing tools for pentesting, vulnerability scanning, and security auditing.
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sidclawhq/platform
: AI agent governance MCP proxy with approval workflows, policy engine, hash-chain audit trails, and 18+ framework integrations. Apache 2.0.
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Scottpedia0/access
: Self-hosted API gateway for AI agents. One Bearer token, all your services. OAuth, token refresh, audit logging — agents never touch credentials. Built-in MCP server.
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sortlist/overloop-cli
: AI-powered outbound engine. Source prospects from 450M+ contacts, launch email + LinkedIn campaigns, manage conversations. JSON output, agent-native. Install via
npm i -g overloop-cli. -
sortlist/signals-cli
: Intent signal monitoring. Track LinkedIn engagers, keyword posters, job changers, and funding events. JSON output for agent pipelines. Install via
npm i -g signals-sortlist-cli. -
@bulkpublish/mcp-server
: MCP server for social media publishing across 11 platforms — create posts, schedule, upload media, and track analytics. 29 tools via
npx -y @bulkpublish/mcp-server. -
xmpuspus/ph-civic-data-mcp
: Philippine government data as MCP tools — PHIVOLCS earthquakes + volcano alerts, PAGASA weather + typhoons, PhilGEPS procurement, PSA 2020 Census + poverty, AQICN air quality. Install:
uvx ph-civic-data-mcp. -
sean-sunagaku/promptlint-mcp
: Static linter for AI prompts. Catches contradictions, redundancy, ambiguity, long examples, and politeness fluff in system prompts and agent instructions. CLI + MCP server. Zero network, MIT.
-
sarveshsea/memi
: Agent design CI and interface understanding for coding agents, with four focused Agent Skills and 47 MCP tools for UI audits, tokens, accessibility, component scaffolds, and quality gates.
-
dejuknow/md-redline
: Inline review comments for markdown specs and design docs. Agents request human review mid-task via MCP and pause until you send feedback. Comments stored as invisible HTML markers in the markdown file itself.
-
syncable/memtrace
: Persistent memory layer for coding agents — bi-temporal structural knowledge graph over your codebase (AST-driven symbols/relationships, temporal evolution, cross-service API topology).
-
ejentum/ejentum-mcp
: MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
-
Packrift/packrift-mcp
: Remote MCP server for packaging procurement, exact-size SKU lookup, carton-fit recommendations, shipping estimates, and dimensional-weight calculations.
-
Whatsonyourmind/modelforge
: Bulge-tier financial model factory — spec → live-formula Excel workbook (LBO/DCF/M&A/IPO/restructuring/project finance/NPL/structured credit). Every cell live-formulated, every number source-traced. 7 jurisdictions tax pack (IT/US/UK/DE/FR/ES/JP).
pip install modelforge-finance[mcp]. -
benbencodes/llm-prices
: Zero-dependency CLI and MCP server for comparing LLM API costs across 273 models and 44 providers. No API key needed — pricing data is baked in.
-
thebrierfox/the-stall
: Remote x402 pay-per-call MCP capability chassis with 172 tools: US stock prices, options chains, DeFi yields, DEX quotes, crypto/macro data, on-chain wallet analysis, Solana & EVM tx decoding — USDC on Base mainnet, no API key required.
-
posteverywhere/mcp
: Schedule and publish to Instagram, TikTok, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Bluesky, Discord and Telegram from natural language. Hosted MCP connector plus npm package.
-
triadgit/humanhours-mcp
: Tracks agent ROI (hours and money saved) and enriches companies into roles and per-hour wages. Remote, OAuth 2.1, no install (
https://mcp.humanhours.dev/mcp). -
nowork-studio/NotFair
: Open-source Claude Code agent skills for SEO, GEO, Google Ads, and Meta Ads — connects to live data via Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP.
-
Necmttn/ax
: Local telemetry and recall graph for AI coding agents, exposing sessions, tool calls, skills, costs, and OTLP events through MCP.
-
axiosdevs/agentscoin-mcp
: Connects to a live EVM chain so agents can create a wallet, mine AGENT, send funds, and create or trade tokens.
-
HarperZ9/telos
: Local-first MCP/CLI workbench for inspectable AI-assisted development, with source provenance, workspace maps, routing ledgers, action receipts, context packs, and verification doctors.
-
ryan-knowone/quota-dashboard-mcp
: Local MCP server for real-time AI subscription quota across Claude Code Max, Kimi, and Z.ai. Tokens stay on your machine; install with
npx -y ryan-knowone/quota-dashboard-mcp. -
heymrun/heym
: Builds visual AI workflows that can be exposed as MCP tools and connects Agent nodes to external MCP servers.
-
agentc22/x402engine-mcp
: Connects agents to 108 x402 pay-per-call APIs: 72 LLMs plus image/video, web, code, crypto, audio, travel, and IPFS. Supports USDC on Base/Solana and USDm on MegaETH.
-
ASCIT31/Dark-Moon
: Open-source (GPL-3.0) autonomous AI penetration testing platform covering web, API, Active Directory and Kubernetes, available as an MCP server.
-
amzscout-corp/amzscout-skill-mcp
: Connects AI agents to real Amazon marketplace data for product research, niche validation, competitor analysis, keyword discovery, and Amazon PPC planning.
-
Autoposting-ai/autoposting-mcp
: Remote MCP server for Autoposting — schedule, generate and publish social posts to X, LinkedIn, Instagram, Threads and YouTube. 69 tools over Streamable HTTP at
https://app.autoposting.ai/mcp, OAuth 2.1 with Dynamic Client Registration, nothing to install. -
zephexMCP/zephex-MCPs
: Hosted MCP for coding agents — project context, find_code, package safety, Test Pulse. Cursor/Claude/Codex + CLI. https://zephex.dev/mcp
-
palisadeemail/palisade-mcp
: Official Palisade MCP server for AI-powered DMARC, SPF, DKIM, BIMI, MTA-STS, DNS, domain verification, and email-authentication remediation management.
-
UIZZE
: Authenticated UI reference MCP for coding agents with
find_ui_referencesandfind_ui_materialsacross 800,000+ real web and iOS screens; free local agent skills are available separately. -
Misar-AI/misarmail-mcp
: Sends and schedules transactional and campaign email, with contacts, lists, templates and delivery analytics. 54 tools. Run with
npx -y @misarmail/mcp, or remotely athttps://mail.misar.io/api/mcp. -
Misar-AI/misarblog-mcp
: Manages a blog end to end — posts, media, categories, SEO metadata and traffic analytics. 23 tools. Run with
npx -y @misarblog/mcp, or remotely athttps://api.misar.io/blog/mcp. -
Misar-AI/misarreach-mcp
: Runs cold-outreach campaigns — prospect lists, multi-step sequences, deliverability checks and reply tracking. 27 tools. Run with
npx -y @misarreach/mcp, or remotely athttps://api.misar.io/reach/mcp. -
mjaskolski/developer-toolkit-mcp
: Remote read-only MCP endpoint over 950+ AI-development guides (Cursor, Claude Code, Codex) in EN+PL — search and fetch full articles. No account, no API key. Streamable HTTP: https://developertoolkit.ai/mcp
-
mjaskolski/wondel-skills-mcp
: Remote read-only MCP server over 50 book-based agent skills and 12 guided journeys — routes a task to the right framework (recommend_skills) and serves the real SKILL.md in-session (load_skill). No install, no account, no auth. Streamable HTTP: https://skills.wondel.ai/mcp
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@1claw/mcp
: HSM-backed secret vault for AI agents. Fetches API keys and tokens at call time with scoped, short-lived, revocable access so raw secrets never touch the model context, environment, or logs. Also does keyless multi-chain signing and a no-account local prompt-injection inspector.
-
magichourhq/magic-hour-mcp
: Official hosted MCP server for Magic Hour, providing AI video, image, and audio generation and editing tools.
-
@TranscriptFetch/mcp-server
: Official TranscriptFetch server: transcripts for YouTube, TikTok, Instagram and podcasts, plus YouTube search, channel and playlist listing; remote endpoint at transcriptfetch.com/mcp.
-
Continuum-AI-Corp/OrcaReplay
: Exposes recorded coding-agent runs so an agent can read what an earlier run really sent, ran and changed, replay it offline with the network off, or fork it from a checkpoint onto a different model.
-
sgroy10/speclock
: Enforces project constraints from CLAUDE.md/AGENTS.md/.cursorrules as MCP checks before edits, shell commands, and commits (51 tools).
-
tiranmoskovitch-dev/mcp-api-bridge-lite
: Free REST API to MCP bridge with YAML configuration for GET/POST/PUT/DELETE and auth.
pip install mcp-api-bridge-lite. -
vitali87/code-graph-rag
: Builds knowledge graphs from multi-language codebases using Tree-sitter AST parsing for RAG-style code understanding.
-
tersePrompts/jarp-mcp
: Gives AI agents X-ray vision into compiled Java — scan Maven/Gradle deps, decompile classes with CFR.
npx jarp-mcp. -
tersePrompts/fastMCP4J
: Annotate a Java class to produce a production MCP server with tools, memory, and related capabilities.
-
tangfei7777-cell/mcp-output-firewall
: Three-layer firewall for MCP servers: inspects untrusted content, blocks exfiltration targets in tool-call arguments, and gates destructive actions before they run.
-
AgentPostmortem/Bridgekit
: Scoped MCP server with per-client permission boundaries and an append-only audit log.
-
ChronulusAI/chronulus-mcp
: Uses Chronulus AI for forecasting and predictions.
-
@reading-plus-ai/mcp-server-data-exploration
: Enables autonomous data exploration on
.csv-based datasets. -
DC Hub
: Live data-center, power-grid, energy, interconnection-queue, fiber, natural-gas & M&A intelligence for AI agents — DC Hub Power Index (300+ markets), ISO grid telemetry, fiber routes, 82 tools. Remote MCP at https://dchub.cloud/mcp — query and cite.
-
Whatsonyourmind/oraclaw
: Decision intelligence with 12 MCP tools: multi-armed bandits, Monte Carlo simulation, constraint solving (LP/MIP), anomaly detection, graph analytics (PageRank, communities), Bayesian inference. 19 algorithms, all sub-5ms.
-
@shubham303/meelu-analytics-mcp
: Deterministic analysis of
.csvdatasets — 45 tools for profiling, statistical testing, ML, forecasting and causal inference; picks the right test from the data and rates its own confidence.
- modelcontextprotocol/server-filesystem
: Provides direct access to the local file system (part of the official servers collection).
- modelcontextprotocol/server-google-drive
: Integrates with Google Drive for file listing and searching (part of the official servers collection).
- box/mcp-server-box-remote
: Official remote Box MCP server for accessing Box content, search, Q&A, and data extraction.
- hmk/box-mcp-server
: Provides listing, reading and searching files on Box (community implementation).
- mark3labs/mcp-filesystem-server
: Provides local file system access (Golang implementation).
- mamertofabian/mcp-everything-search
: Provides fast Windows file search using Everything SDK.
- cyberchitta/llm-context.py
: Shares code context with LLMs via MCP or clipboard.
- quarkiverse/quarkus-mcp-filesystem
: Provides file system browsing and editing (part of Quarkus MCP Servers, Java implementation).
- Xuanwo/mcp-server-opendal
: Accesses various storage services via Apache OpenDAL.
- PSPDFKit/nutrient-dws-mcp-server
: MCP server for Nutrient Document Web Services API for conversion, merge, redact, sign, OCR, watermark, and extraction workflows.
- hushvert/mcp
: File conversion for AI agents via the hushvert hosted API - office docs to PDF, PDF to Word, document interchange (Markdown/HTML/EPUB/LaTeX), and audio/video transcodes. Tools: convert_file, convert_poll, list_formats, check_usage.
- fisher-byte/markovo
: Converts PDF, DOCX, PPTX, XLSX and authorized public pages (Google Docs, Notion, GitHub, Hacker News, YouTube) into clean, structured Markdown for agent context — remote Streamable HTTP endpoint with OAuth 2.1 plus local stdio server sandboxed to a dedicated root directory.
- RioBot-Grind/agentfund-mcp
: Crowdfunding platform for AI agents on Base chain. Milestone-based escrow enabling agents to raise funds and get paid autonomously.
- heurist-network/heurist-mesh-mcp-server
: Provides access to web3 AI agents for blockchain analysis and smart contract auditing.
- @base/base-mcp
: Integrates with Base Network for onchain tools and Coinbase API interactions.
- MunchausenGrup/mcp-crypto-analytics
: Remote pay-per-call crypto analytics MCP — real-time BTC/ETH/SOL prices (free tier), market quotes, EVM token rug-pull safety scores from live DEX data, LLM fact-checking and research reports. Paid tools settle via x402 (USDC on Base), no signup. Endpoint: https://munchausen-mcp.munlab.workers.dev/mcp
- QuantGeekDev/coincap-mcp
: Provides real-time cryptocurrency market data from CoinCap.
- anjor/coinmarket-mcp-server
: Fetches cryptocurrency listings and quotes from the Coinmarket API.
- covalenthq/goldrush-mcp-server
: Exposes GoldRush APIs as MCP resources and tools for querying blockchain data across 100+ chains.
- berlinbra/alpha-vantage-mcp
: Fetches stock and crypto information from Alpha Vantage.
- FXMacroData/fxmacrodata
: FX-focused macroeconomic API and MCP server for announcements, release calendars, forex, COT, commodities, and bond yields across 18 currencies.
- ferdousbhai/tasty-agent
: Handles trading activities on Tastytrade via the Tastyworks API.
- ferdousbhai/investor-agent
: Fetches stock market data and options recommendations from Yahoo Finance.
- hbhqq9/bde-score
: Multi-factor stock scoring for US/HK/A-share markets via MCP. EU AI Act Art.50 compliant. $0.01/query x402 micropayments.
- HCS412/ventureautomated
: Remote venture-intelligence MCP server for startup discovery, company scoring, market monitoring, and private workspace automation.
- mcpdotdirect/evm-mcp-server
: Provides blockchain services for 30+ EVM networks.
- Bankless/onchain-mcp
: Uses Bankless Onchain API for smart contract interaction and querying transaction data.
- kukapay/cryptopanic-mcp-server
: Delivers cryptocurrency news to AI agents via CryptoPanic.
- kukapay/whale-tracker-mcp
: Tracks cryptocurrency whale transactions.
- kukapay/crypto-feargreed-mcp
: Provides real-time and historical Crypto Fear & Greed Index data.
- kukapay/dune-analytics-mcp
: Bridges Dune Analytics data to AI agents.
- kukapay/pancakeswap-poolspy-mcp
: Tracks newly created pools on Pancake Swap.
- kukapay/uniswap-poolspy-mcp
: Tracks newly created liquidity pools on Uniswap.
- kukapay/uniswap-trader-mcp
: Automates token swaps on Uniswap DEX.
- kukapay/token-minter-mcp
: Allows AI agents to mint ERC-20 tokens.
- kukapay/thegraph-mcp
: Provides indexed blockchain data from The Graph to AI agents.
- hive-intel/hive-crypto-mcp
: Provides cryptocurrency market data, DeFi protocol analytics, and Web3 insights.
- OzorOwn/defi-mcp
: DeFi & crypto MCP server — token prices, wallet balances, gas prices, DEX swap quotes across 7 chains.
- 8144225309/superscalar-mcp
: Bitcoin Lightning channel factory MCP server — query protocol architecture, estimate UTXO savings, and explore channel factory infrastructure.
- xpaysh/awesome-x402
: A curated directory of x402 payment protocol MCP servers and tools for HTTP-native USDC payments on EVM chains.
- RioTheGreat-ai/agentfund-mcp
: Crowdfunding platform and milestone-based escrow for AI agents on Base chain.
- lightningfaucet/lightning-wallet-mcp
: Bitcoin wallet integration with Lightning Network payments and L402 protocol support.
- Frihet-io/frihet-mcp
: AI-powered ERP and business management for invoicing, tax compliance, expenses, banking, and CRM.
- foretak/registry-mcp
: Looks up a company at Norway's Brønnøysundregistrene, the UK's Companies House, or Sweden's Bolagsverket by its national identifier — identity, filings and accounts data; no UBO or fraud screening.
- PreReason/mcp
: Financial market context API that serves pre-analyzed briefings to AI agents. Covers BTC on-chain data, macro indicators, and cross-asset regime signals. Outputs markdown for efficient token usage. Also accessible via REST API and x402 micropayments.
- coinpaprika/coinpaprika-mcp
: Crypto market data for 12,000+ coins and 350+ exchanges. Tickers, OHLCV, historical prices. Free tier, no API key required.
- coinpaprika/dexpaprika-mcp
: DEX data across 36 blockchains. Pools, token prices, OHLCV, trades and SSE streaming. Free tier, no API key required.
- TradeRouter/trade-router-mcp
: Non-custodial Solana swap & limit-order MCP server for AI agents. 21 tools (swap, limit, trailing, TWAP, DCA, combo orders) across Raydium, PumpSwap, Orca, and Meteora. Jito MEV-protected. Ed25519 server-message verification.
npx -y @traderouter/trade-router-mcp. - szhygulin/vaultpilot-mcp
: Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised. Read balances + DeFi positions across Ethereum / Arbitrum / Polygon / Base / TRON / Solana / Bitcoin (Aave V3, Compound V3, Morpho Blue, Uniswap V3 LP, Lido, EigenLayer, MarginFi, Kamino) and prepare transactions reviewed on a Ledger device; private keys never leave the hardware wallet.
- dioptx/web3-docs
: Indexes 1,767 blockchain protocol proposals (EIPs, BIPs, ADRs, CIPs, RFCs) across 10 chains plus a canonical contract-address registry for 19 protocols on major EVM chains. Local SQLite + FTS5, fork-aware (Cancun/Taproot lookups), no API keys.
- RipperMercs/tensorfeed-x402-base-mcp
: Read-only Base mainnet chain reader for x402 payment verification. 11 tools: verify on-chain that a USDC settlement matches a claimed x402 receipt, parse publisher
/.well-known/x402manifests, list recent USDC payments to an address, check AFTA federation status. No private keys, MIT, in the canonical MCP registry. - thebrierfox/yield-intelligence
: Passive income opportunity analysis with live US Treasury rates, portfolio yield calculator, and AI-powered income optimization. Remote MCP endpoint:
https://api.intuitek.ai/yield/mcp(open, no auth required). - danishashko/yahoo-finance-mcp
: Real-time Yahoo Finance market data: quotes, history, financials, analyst ratings, options, holders, dividends, news, market status. 13 tools, no API key.
npx yahoo-finance-mcp-server. - danishashko/fred-economic-mcp
: Federal Reserve economic data (FRED): 800k+ series incl. GDP, inflation, unemployment, rates. 6 tools.
npx fred-economic-mcp. - danishashko/edgar-mcp
: SEC EDGAR filings & XBRL financials: company search, 10-K/10-Q/8-K, financial facts, full-text search. 6 tools, no API key.
npx edgar-mcp. - bankbridge-money/bankbridge-plugin
: Read-only bank access for AI agents via hosted MCP server. 12 tools — balances, transactions, recurring charges, monthly cashflow, holdings — for Claude, ChatGPT, Cursor, Gemini, Codex. Plaid-backed.
- vaaya-ai/vaaya-mcp
: Gives your AI agent a prepaid card to pay per call for hundreds of paid services — web search & scraping, research, lead enrichment, media generation, code sandboxes, browser automation, and email — with no per-vendor signups or API keys.
- vbkotecha/aiservices-api
: 54-service x402-paid crypto/market data API platform with 37 MCP tools. Live at api.agentservices.to. Agents pay per-call via HTTP 402 micropayments.
- stipend-sh/stipend
: Non-custodial USDC wallet on Base for agents — per-transaction, per-day and per-counterparty spending limits plus a destination allowlist enforced in code rather than in a prompt.
- cello305/carddeals-mcp
: Search and compare real-time U.S. digital gift card discounts across 700+ brands directly inside AI assistants.
- vdalhambra/financekit-mcp
: Real-time stock market intelligence with 17 tools — quotes, technical analysis (RSI/MACD/Bollinger/ADX/Stochastic) returning structured BULLISH/BEARISH verdicts, portfolio risk metrics (VaR, Sharpe, Sortino, Beta), crypto via CoinGecko, and options chains.
- evidai/agent-payment-mcp
: x402-native payment rail for AI agents — hard-capped buyer keys, Pay Token JWT, USD (Stripe) and USDC (Base).
npx agent-payment-mcp. - AlvisoOculus/optionsahoy-mcp
: Equity-compensation tax planning: ISO/AMT optimization, NSO/RSU sell-vs-hold, concentration risk, protective puts, and QSBS checks. Hosted at https://optionsahoy.com/mcp.
- qanzhi111/x402-crypto-api
: Paid crypto and Web3 security data for AI agents via x402 (USDC on Base).
- Scottcjn/rustchain-mcp
: RustChain blockchain and agent-economy MCP server for wallets, signed transactions, and related tools.
- Stewyboy1990/stockscope-mcp
: SEC EDGAR financial intelligence for AI agents — financials, filings, compare, insider trades, price history, sector peers. Free, no API key.
- kame6493-del/kabu-mcp
: Japanese and global stock-market data MCP server for Claude, Cursor, and other MCP clients.
- CryptoGenesisSecurity/erc-token-safety-score
: Token safety oracle for AI agents — honeypot detection, scam patterns, LP lock verification across 6 EVM chains.
- Luckkyyy23/omni-service-node
: Pay-per-call data marketplace for AI agents (USDC on Base): trading signals, macro, crypto/DeFi, whale tracking, SEC filings, and more.
- JacobiusMakes/parlay-api-mcp
: Connects MCP clients to ParlayAPI for sports odds, player props, public event discovery, and account usage. Account data tools use each user's own API key and account allowances.
- JamsusMaximus/trainingpeaks-mcp
: Accesses TrainingPeaks fitness metrics, workout history, and personal records for endurance athletes.
- tandemloop/careclinic_mcp
: Remote MCP server for personal health tracking: symptoms, mood, medications, and wellness patterns.
- giuseppesocci-bot/kalicart-global
: MCP server for agentic commerce. Gives AI agents access to a federated catalog of WooCommerce stores — one connection, multiple merchants, real inventory.
- BuyWhere/buywhere-mcp
: Cross-border product catalog for AI agents — 370M+ live products across SG/MY/VN/TH/PH/US/JP with
deliver_toshipping signals per result. 13 tools (search_products,find_best_price,get_deals, etc.). OAuth 2.1 bearer auth (no email/signup). Hosted at https://mcp.buywhere.ai/mcp. Official MCP Registry:io.github.BuyWhere/[email protected].
- Coding-Solo/godot-mcp
: Interacts with the Godot game engine for editing, running, and managing scenes.
- rishijatia/fantasy-pl-mcp
: Offers real-time Fantasy Premier League data and analysis.
- CoderGamester/mcp-unity
: Integrates with the Unity3D Game Engine via MCP.
- Playgama/developer-cabinet-mcp
: Publishes and manages HTML5 games on Playgama, from the game form and builds to a public playable sandbox link.
- xiongxingzhe/wishlistdoc-mcp
: Steam store page algorithmic health audit, P10/P50/P90 sales cone forecasting, and indie game market benchmarks powered by WishlistDoc.
-
Bevel-Software/Hexis
: Git-backed platform for skills, tools, and context for AI agents, exposed through a remote OAuth MCP server.
-
modelcontextprotocol/server-memory
: Provides a knowledge graph-based persistent memory system (part of the official servers collection).
-
maxbaluev/accreted-intelligence
: Local-first Work Model memory for coding agents; exposes
acc_retrieveandacc_actover MCP so Claude Code, Codex, OpenCode, Cursor, and other clients can retrieve scored memory, record actions, and learn from real outcomes. -
CheMiguel23/MemoryMesh
: Provides enhanced graph-based memory focused on AI role-play.
-
topoteretes/cognee-mcp
: Manages AI memory using graph/vector stores, with ingestion from 30+ data sources (part of Cognee project).
-
@hannesrudolph/mcp-ragdocs
: Retrieves and processes documentation using vector search.
-
@kaliaboi/mcp-zotero
: Connects LLMs to Zotero Cloud collections and sources.
-
graphlit/graphlit-mcp-server
: Ingests data from various sources into a Graphlit project for searching and retrieval.
-
CanopyHQ/phloem
: Local-first AI memory with causal graphs, citation verification, and zero network connections.
-
omega-memory/core
: Persistent memory for AI coding agents with semantic search, auto-capture, intelligent forgetting, and cross-session learning. #1 on LongMemEval (95.4%). Local-first with zero cloud dependency.
-
stonianua/neither-mcp
: Hosted company-context graph for AI agents — decisions and memory with supersession; MCP server for Cursor and Claude Desktop (
npx -y @neitherai/mcp-server@latest). -
contextstream/mcp-server
: Shared project memory / MCP for AI coding agents so Cursor, Claude, Codex, Grok, and others share context across tools.
-
wazionapps/nexo
: Persistent memory system with cognitive architecture (Atkinson-Shiffrin model), session coordination, and 53+ tools for Claude Code. Features episodic memory, semantic RAG, trust scoring, and multi-terminal sync.
-
vectorize-io/hindsight
: State-of-the-art long-term memory for AI agents by Vectorize, with retain/recall/reflect operations, multiple retrieval strategies, and an MCP server integration. Open source and fully self-hostable.
-
get-engram/engram
: Hosted memory service for AI agents that stores complete, verbatim conversation transcripts with semantic search. Cloudflare Workers + D1 + Vectorize. Free tier at mcp.getengram.app.
-
entire-vc/evc-team-relay-mcp
: Collaborative Obsidian vault access via Team Relay — read, write, and sync notes with real-time CRDT-based conflict resolution.
-
screenpipe/screenpipe
: Local-first memory of everything you have seen, said, and heard — records and indexes your screen (OCR + accessibility) and audio so an agent can search your real activity.
npx -y screenpipe-mcp, fully on-device. -
samvallad33/vestige
: Local-first cognitive memory for AI coding agents. Rust binary with SQLite storage, FSRS-6 retention, prediction-error gating, active forgetting, spreading activation, and hybrid retrieval. Includes provenance and correction tools plus a 3D dashboard. Works with Claude Code, Cursor, VS Code, Codex, Windsurf, and JetBrains.
npx vestige-mcp-server -
Lians-ai/Lians
: Runs local-first agent memory with SQLite, cross-session recall, and point-in-time history through MCP.
-
JanYork/llm-wiki-cli
: Local-first, source-grounded project memory for coding agents with citations and provenance, bounded read-only MCP retrieval, atomic changesets, and optional document and code knowledge graphs.
-
devdasx/aperture
: Official public, read-only Aperture Wallet knowledge server for product facts, self-custody security boundaries, 25 production mainnets, documented features, App Store releases, screen semantics, and Journal articles. Streamable HTTP at
https://aperturex.io/mcp/; no authentication and no wallet, credential, signing, or transaction access. -
vshulcz/deja-vu
: Shared session memory for coding agents, read from the transcripts 25 agents already write on this machine — including sessions from before it was installed. Nothing is written to a memory store; retrieval is lexical, with no LLM and no embeddings. One Go binary, MCP server plus hooks.
npx @vshulcz/deja-vu -
lyonzin/knowledge-rag
: Local RAG for Claude Code with hybrid search, cross-encoder reranking, markdown chunking, and query expansion (12 MCP tools).
pip install knowledge-rag. -
hermes-labs-ai/fidelis
: Local-first agent memory server with zero-LLM recall (~127ms), integer-pointer filtering that prevents memory rephrasing, and a compressed snapshot layer for context injection; runs fully local against Ollama.
pip install fidelis-memory. -
liza-studio/skillmem
: Stores how a task was solved — trigger, steps, outcome, lessons — and recalls it through editor hooks, entirely on the local machine.
- Cleo-Labs-IA/skills_library
: Product-compliance MCP server exposing 45 production-grade compliance skills (cosmetics, food, electronics, toys, textiles, supplements, medical devices, customs, recalls, claims, sustainability) as MCP resources, prompts, and tools.
npx -y @cleo-labs/skills-mcp@latest. MIT. - 0xbrainkid/agentfolio-mcp-server
: AI agent identity verification, trust scores, and marketplace access via Solana Agent Trust Protocol (SATP).
- Built-AI/prism-mcp
: Every deadline in a lease, mortgage, insurance policy or HOA document, with its date, what happens if it is missed, and the source clause. Remote server (streamable HTTP, OAuth).
-
modelcontextprotocol/server-google-maps
: Provides location services, routing, and place details from Google Maps (part of the official servers collection).
-
webcoderz/MCP-Geo
: Offers geocoding capabilities using various services.
-
@briandconnelly/mcp-server-ipinfo
: Provides IP address geolocation and network information via ipinfo.io.
-
@iplocate/mcp-server
: Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
-
jjsantos01/qgis_mcp
: Integrates QGIS Desktop with Claude AI for project creation and code execution.
-
kukapay/nearby-search-mcp
: Enables nearby place searches using IP-based location detection.
-
cargoffer/bolsa_de_carga-mcp
: Freight marketplace/load board MCP server. Search loads, manage deliveries, and interact with logistics operations through the Cargoffer API.
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cargoffer/ecmr-mcp
: Electronic consignment note (eCMR) MCP server. Create, sign, manage, and track digital transport documents with QR codes and PDF generation.
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cargoffer/transcend-mcp-server
: AI-powered route optimization MCP server for heavy vehicles. Calculate truck routes, predict traffic, compute tolls and fuel costs across Europe.
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ip2location/mcp-ip2location-io
: IP2Location.io API integration to retrieve geolocation information for an IP address.
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jocarrd/aemet-mcp
: Spanish weather from AEMET, the national meteorological agency: municipal forecasts, CAP warnings, station observations, climate records, and beach, mountain and marine forecasts.
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RevList/pocket-drives-mcp
: Search peer-to-peer luxury, exotic, and EV rentals from independent hosts. Booking finishes in the iOS app. Remote at https://pocketdrives.ai/mcp.
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ticketlens/ticketlens-experiences-mcp
: Search tours, tickets, attractions, and activities for AI travel planners via hosted MCP or REST.
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danishashko/geocode-mcp
: Geocoding via OpenStreetMap Nominatim: forward/reverse geocoding, place search, distance. 4 tools, no API key.
npx geocode-mcp. -
kylehawke-stack/locationlists-mcp
: Search, sample, count and buy US business location datasets (dealers, chains, contractors). Card checkout or x402 USDC. Remote at https://locationlists.com/mcp, no auth.
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axelfreeman/tapac-mcp
: Finds and verifies B2B business contacts in real time from public websites, Telegram, and Discord, with SMTP email validation.
npx -y @tapacapi/mcp. -
chrisgu/agentiq-mcp
: AgentIQ MCP for MoltAd — publishers earn credits via
deliver_adafterlist_placement(setup). Remotehttps://moltad.net/mcp. -
henu-wang/geoscore-mcp
: AI search optimization (GEO). Scans websites for AI search readiness, generates llms.txt, Schema.org fixes, and meta tag optimizations.
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bzsasson/screaming-frog-mcp
: MCP server for Screaming Frog SEO Spider — list saved crawls, export SEO audit data, read and filter results, and manage crawl storage through natural language.
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nowork-studio/toprank
: NotFair Google Ads MCP server. Connect Claude and AI agents to a Google Ads account: diagnose campaign performance (CPA, ROAS, search-term waste, quality scores), recommend optimizations (bids, budgets, negatives, ad copy), and execute approved changes via the Google Ads API with a built-in human-approval gate. Hosted, streamable-HTTP.
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open-strategy-partners/osp_marketing_tools
: Provides a set of marketing tools from Open Strategy Partners.
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leadfuze/mcp-server
: Contact and company enrichment from email and LinkedIn URLs with email validation.
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vdalhambra/siteaudit-mcp
: Full website audits in 11 tools — SEO score, Lighthouse performance, security headers, WCAG accessibility, Schema.org validation, and competitor site comparisons.
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teamsincetoday/podcast-commerce-mcp
: Extracts affiliate products, sponsors, and commerce intelligence from podcast transcripts. Cloudflare Workers, free tier (200 calls/day), $0.01/call paid tier.
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teamsincetoday/newsletter-commerce-mcp
: Extracts affiliate products and sponsored content from newsletter issues. Cloudflare Workers, free tier (200 calls/day), $0.01/call paid tier.
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teamsincetoday/recipe-commerce-mcp
: Extracts shoppable ingredients and affiliate product opportunities from recipe content. Cloudflare Workers, free tier (200 calls/day), $0.01/call paid tier.
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ajfrai/qr-business-cards-mcp
: Creates professional QR business card profiles with digital contact sharing. Remote MCP server with Streamable HTTP transport at
https://qr-business-cards.com/api/mcp. -
grovs-io/mcp
: Deep linking, attribution, analytics, and campaign management for mobile apps with Grovs — an open-source alternative to Branch and AppsFlyer.
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naiqiao/arenza-mcp-client-ts
: Hosted MCP server (mcp.arenza.ai) and TypeScript client for tracking brand visibility, share of voice, sentiment, and citations across ChatGPT, Claude, Gemini, Perplexity, Copilot, and Grok.
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jabbawocky/proposalcraft
: Drafts client proposals in your voice from a brief — analyze scope risks, draft using your saved examples as style reference, review before sending, generate a formal Scope of Work, and write non-pushy follow-ups. 11 tools, local-only, no API key.
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estevecastells/llmpulse-mcp
: AI search visibility (GEO/AEO): brand mentions, citations, share of voice, and AI-referred traffic across ChatGPT, Perplexity, Gemini, and Google AI Overviews.
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estevecastells/domscan-mcp
: Domain intelligence: availability across 1500+ TLDs, DNS, WHOIS/RDAP, SSL, subdomains, valuation, email security, and typosquatting/brand protection.
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daniel3303/stock-market-mcp-server
: US stock market data — live stock and options prices, congressional trades, insider transactions, SEC filings full-text search, XBRL fundamentals, 13F holdings, and earnings-call transcripts. 90+ tools.
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rodrgds/openpost
: Open-source, self-hosted social publishing and scheduling with an authenticated MCP server for preparing destination-specific content, reusing media, validating, scheduling, publishing, and inspecting delivery status.
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chrisgu/lobex-mcp
: Agent-to-agent marketplace MCP (remote https://lobex.app/mcp). List/buy/sell services for gas; BTC cashout.
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pucilpet/crawlgraph-mcp
: Backlink lookups, competitor link-gap analysis, and ranked outreach targets from Common Crawl's open web graph (about 120M domains, 4.4B edges, refreshed quarterly). Free tier, no card. Install:
npx -y crawlgraph-mcp. -
singaporeandurian/instaseer-mcp
: InstaSeer — Instagram/TikTok/Facebook audience analysis for AI agents. Pull full public post timelines, engagement stats, and posting-calendar heatmaps for any public profile. Remote Streamable HTTP server at https://www.instaseer.com/mcp with OAuth 2.1 or API keys, 5 tools, free tier included.
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CodePhantom-1/ddmarketer-mcp
: Searches validated SaaS opportunities mined from real user complaints across 8 public sources and scored 0-100 for commercial intent. Hosted remote endpoint, no install, free tier needs no API key.
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fly0pants/admapix
: Search global advertising creatives and return structured JSON for competitor ad research.
pip install admapix-mcp. -
PaidSync/paidsync-mcp
: AI-powered ad management across major paid-media platforms via hosted MCP. Endpoint https://mcp.paidsync.ai/mcp.
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onlineprfoundation/online-pr-mcp
: PR and press-release platform — search agencies, browse publications, packages, rankings, and quotes.
npx online-pr-mcp. -
menaker/adtest-mcp
: Score an image, video or text ad on 13 effectiveness dimensions with AdTest.AI and get a report with concrete fixes before you spend on media.
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modelcontextprotocol/server-sentry
: Integrates with Sentry.io for error tracking (part of the official servers collection).
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MindscapeHQ/mcp-server-raygun
: Integrates with Raygun API for crash reporting.
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metoro-io/metoro-mcp-server
: Queries and interacts with Kubernetes environments monitored by Metoro.
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grafana/mcp-grafana
: Searches dashboards and queries datasources in Grafana.
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shibley/apistatuscheck-mcp-server
: Aggregated API and service status monitoring. Query real-time status of 285 popular services, check outage history, and get health data for incident response.
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pydantic/logfire-mcp
: Accesses OpenTelemetry traces and metrics through Logfire.
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seekrays/mcp-monitor
: Provides system monitoring via MCP, exposing various metrics.
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hyperb1iss/lucidity-mcp
: Provides intelligent, prompt-based analysis of AI-generated code across multiple dimensions.
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unitedideas/resolve-mcp
: Structured error recovery playbooks with retry strategies and backoff schedules for 20+ services.
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@iPythoning/domain-monitor-mcp-server
: Domain WHOIS and SSL certificate monitoring via RDAP and crt.sh — single or batch domain checks with severity classification. Zero API keys, stdio transport. Install:
npx domain-monitor-mcp-server. -
JoeyBrar/agentseal-mcp
: Action logs for AI agents, recording every action in a SHA-256 hash chain for verifiable audit trails.
- @kopachlager/prerenderbuddy-mcp
: Crawling-readability diagnostics for public pages across crawler profiles, with commands and raw diff checks for bot visibility and discovery files (
robots.txt,sitemap.xml,llms.txt). - modelcontextprotocol/server-brave-search
: Performs web searches using Brave's Search API (part of the official servers collection).
- @angheljf/nyt
: Searches articles using the NYTimes API.
- @newsmcp/server
: Real-time world news for AI agents — events clustered from hundreds of sources, classified by 12 topics and 30+ geographic regions, ranked by importance. Free, no API key required.
- Alisammour/storyflo-mcp
: Curated audio-news MCP server. Search trending articles, fetch narrated audio, subscribe topic feeds. OAuth 2.1 + RFC 7591 DCR. Free tier; premium briefings via x402 over USDC on Base mainnet. Hosted at
https://api.storyflo.com/mcp/v1. - ac3xx/mcp-servers-kagi
: Integrates with the Kagi search API.
- bh-rat/context-awesome
: Searches curated awesome lists and resources for AI agents.
- exa-labs/exa-mcp-server
: Provides access to the Exa AI Search API.
- offendersearch/mcp
: Searches all 58 US sex-offender registries — every US state, DC and the territories — in one query.
pip installor remote streamable-HTTP at mcp.offendersearch.app. Backed by offendersearch.app. - fatwang2/search1api-mcp
: Performs searches via search1api.
- unifapi-agent/unifapi-mcp-server
: Hosted public-data MCP server for social, search, scrape, news, creator research, and KOL pricing workflows.
- Tomatio13/mcp-server-tavily
: Integrates with Tavily AI search API.
- blazickjp/arxiv-mcp-server
: Searches research papers on ArXiv.
- mzxrai/mcp-webresearch
: Performs deep web research using Google search.
- andybrandt/mcp-simple-arxiv
: Allows searching and reading papers from arXiv.
- andybrandt/mcp-simple-pubmed
: Allows searching and reading papers from PubMed.
- keptlive/contextwire-mcp
: Free search API for AI agents with 105 engines, 22 profiles, remote MCP server, and 94.3% SimpleQA accuracy. Tools: ask, search, extract, research, batch_search.
- c5huracan/meyhem
: Agent-native search that blends multiple engines, dedupes results, and ranks by task-completion outcomes. No API key required.
- shopsavvy/shopsavvy-mcp-server
: Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more. Published as
@shopsavvy/mcp-server. - Pattyboi101/indiestack
: Open-source supply chain for AI agents — 3,000+ indie creations across 25 categories with 15 MCP tools. Install via
uvx --from indiestack indiestack-mcp. - uju777/coupang-mcp
: Product search for Coupang e-commerce with Rocket Delivery filtering.
- uju777/mcp-server-naver-search
: Naver Search integration for Shopping, Cafe, and News.
- @rog0x/mcp-web-tools
: Web scraping, content extraction, site monitoring, and search for AI agents.
- @rog0x/mcp-seo-tools
: SEO analysis — meta tags, keywords, link checking, and sitemap generation.
- octoco-ltd/sheetsdata-mcp
: Electronic component datasheet search — specs, pinouts, and package info extracted from manufacturer PDFs.
- tuanone123/hotlikeshop-mcp
: E-commerce marketplace MCP for social-media & digital accounts, proxies and services. Search, compare and view best-sellers, then buy in chat via a safe quote->confirm flow (the AI can never spend on its own). Free keyless lookup; remote Streamable HTTP. Docs: https://hotlikeshop.com/ai
- Nadeus/toolradar-mcp
: Search, compare, and get pricing for 8,600+ software tools with verified data, editorial scores, G2/Capterra ratings, and real alternatives. Install via
npx -y toolradar-mcp. - federicodeponte/openpaper-mcp
: Generates full academic papers with verified citations via OpenPaper.dev.
- Stewyboy1990/companyscope-mcp
: Aggregates company intelligence from 12 public sources (tech stack, funding, people, competitors, patents, news) into a single MCP tool call. Available on npm as
companyscope-mcp. - unitedideas/nothumansearch
: MCP server for AI tool discovery. Search 8,600+ indexed AI tools and MCP servers. Live at nothumansearch.ai.
- unitedideas/aidevboard-mcp
: MCP server for AI developer job search. Search 5,000+ AI and ML positions with filters for role, location, and salary. Live at aidevboard.com.
- worklittle/jobs-mcp
: Search over 4 million jobs with visa, salary, and distance filters; swipe to apply and save roles. Remote MCP at https://mcp.worklittle.com/.
- yyeongjin/secret_mcp
: Evidence-grounded web design analysis of GDWEB references that produces implementation-ready DESIGN_INDEX specs.
npx -y secret-design-mcp. - usenetstate/statsnet-mcp
: Background check any company in the world — registration, executives, courts and finances. Remote MCP:
https://statsnet.co/mcp. - youdotcom-oss/mcp
: Web search, page content extraction, and multi-step research via the hosted You.com MCP server at
https://api.you.com/mcp(keyless free profile available). - pratie/bulktranscripts-mcp
: YouTube transcripts for one video, a whole channel or a playlist, plus YouTube search, channel and playlist listings, and new-upload tracking. Remote MCP:
https://bulktranscripts.co/mcp. - Jam0k/Threat-Intelligence-MCP
: Threat intelligence lookup for agents: incident clusters, validated IOCs, CVE/KEV/EPSS status, ransomware leak-site victims and entity profiles, hosted or via npm.
- zcaceres/fetch-mcp
: Fetches JSON, text, and HTML data flexibly from URLs.
- modelcontextprotocol/server-fetch
: Efficiently fetches and processes web content (part of the official servers collection).
- portel-dev/ncp
: Orchestrates MCP server ecosystems through dynamic tool discovery to reduce context overhead.
- zcaceres/markdownify-mcp
: Converts various file types and web content to Markdown.
- @sammcj/mcp-package-version
: Helps LLMs suggest the latest stable package versions.
- @vivekvells/mcp-pandoc
: Converts document formats using Pandoc.
- @pskill9/website-downloader
: Downloads entire websites using wget, preserving structure.
- @lamemind/mcp-server-multiverse
: Allows multiple isolated instances of MCP servers to coexist.
- @j4c0bs/mcp-server-sql-analyzer
: Provides SQL analysis, linting, and dialect conversion using SQLGlot.
- 0xshellming/mcp-summarizer
: Provides AI summarization for multiple content types.
- uAI-solana/useful-ai-mcp
: Fully dynamic MCP server exposing 200+ shared utility tools for AI agents (unit conversion, math, parsing, text processing, and more). Tool list updates automatically. No auth required. Endpoint:
https://api.usefulai.fun/mcp. - SecretiveShell/MCP-timeserver
: Provides the current time in any timezone.
- signbee/mcp
: Document signing for AI agents — send markdown or PDF contracts for two-party e-signing with certified delivery.
- smart-mcp-proxy/mcpproxy-go
: Open-source MCP gateway with BM25 tool discovery, quarantine-based security, Docker isolation, and OAuth 2.1.
- @rog0x/mcp-json-tools
: JSON/YAML/CSV data tools — validate, diff, transform, and convert between formats.
- @rog0x/mcp-regex-tools
: Regex utilities — test, explain, replace, and generate patterns for AI agents.
- @rog0x/mcp-crypto-tools
: Cryptography tools — hashing, encoding, UUID generation, and password analysis.
- @rog0x/mcp-markdown-tools
: Markdown utilities — TOC generation, linting, formatting, and HTML conversion.
- Markgatcha/universal-mcp-toolkit
: All-in-one MCP toolkit bundling 15+ servers (filesystem, browser automation, GitHub, weather, search) into a single zero-config install.
- theluckystrike/mcp-servers
: Office-suite bundle of MCP servers for freelance and back-office work: invoices, spreadsheets, PDFs, time tracking, expense tracking, resumes, contracts, and more. Hosted option at mcp.zovo.one.
- MCP Trust Kit
: Deterministic CI scanner and surface-risk scoring for MCP servers.
- kame6493-del/mcp-diagnostics
: Website and server diagnostics — DNS, SSL, HTTP headers, and related checks via MCP.
- degen0root/panchanga_api
: Vedic (Jyotish) astrology MCP server — panchanga, kundali, dasha, compatibility, muhurta, and festivals. Remote SSE.
- zyli5313/dochost-mcp
: Publishes Markdown or HTML to a clean, public, shareable link. Hosted remote server over Streamable HTTP with OAuth sign-in, no API keys.
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Extelligence-ai/bagel
: Troubleshoot robots and drones using natural language to process physical telemetry and sensor data.
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fredpsantos33/mcp-iteratools
: Multi-tool API with MCP support: image generation (Flux), web scraping, TTS, OCR, QR codes, weather, crypto, charts, and 80+ more tools. Pay-per-use with x402 micropayments.
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