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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A comprehensive collection of Model Context Protocol (MCP) servers
| Date | Stars |
|---|---|
| 2026-07-31 | 796 |
| 2026-08-06 | 802 |
Today
+6 stars today
This week
— stars this week
This month
— stars this month
Momentum
24.0
growth rate 0.00%/day
# Awesome MCP Servers 
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[](https://discord.gg/yefvtqDd2w)
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[](https://t.me/TensorBlock)
<div style="text-align: left; margin: 20px 0;">
<a href="https://discord.com/invite/Ej5NmeHFf2" style="display: inline-block; padding: 10px 20px; background-color: #5865F2; color: white; text-decoration: none; border-radius: 5px; font-weight: bold;">
Join the TensorBlock Discord
</a>
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<div style="text-align: left; margin: 20px 0;">
<a href="https://github.com/TensorBlock/forge" style="display: inline-block; padding: 10px 20px; background-color: #24292e; color: white; text-decoration: none; border-radius: 5px; font-weight: bold;">
Explore Forge, our open-source middleware for AI model provider management
</a>
</div>
TensorBlock MCP Index turns this community-curated MCP server directory into a hosted, searchable registry for agents and applications. Contributors add servers in markdown; TensorBlock normalizes the entries, generates structured profiles and install-config previews, and serves the index through a free public API.
**MCP Index website:** [https://www.tensorblock.co/mcp](https://www.tensorblock.co/mcp)
**Hosted API:** [https://mcp-index.tensorblock.co](https://mcp-index.tensorblock.co)
**Community cleanup queue:** [Help verify and improve indexed MCP servers](docs/community-cleanup-queue.md)
## MCP Maintainer Quick Start
If you maintain an MCP server, the index can give your project a public profile, install-config previews, API metadata, and a README badge.
1. Add your server in the best `docs/*.md` category, or use the [Add MCP server issue form](https://github.com/TensorBlock/awesome-mcp-servers/issues/new?template=add-mcp-server.yml).
2. Include install, transport, auth, supported clients, docs, license, endpoint, and tool details when you have them.
3. After merge, the follow-up comment gives you the public profile URL, API profile URL, install-config links, and badge markdown.
4. Add the TensorBlock MCP Index badge to your project README so users can jump back to the indexed profile.
5. Claim your profile or send metadata fixes through the [claim profile](https://github.com/TensorBlock/awesome-mcp-servers/issues/new?template=claim-profile.yml) and [metadata improvement](https://github.com/TensorBlock/awesome-mcp-servers/issues/new?template=improve-metadata.yml) forms. Valid profile claims and structured metadata updates generate draft metadata PRs; once reviewed, merged, and deployed, the public profile shows maintainer claim status plus install, auth, docs, license, tool, and verification metadata when available. Claim status is separate from TensorBlock verification.
## Coverage
This repo currently indexes **7,747 unique MCP server links** from the category docs. The README stays lightweight while the full directory lives in `docs/*.md`, `data/catalog.json`, and the registry MCP server.
## Community Cleanup Queue
Want to contribute without adding a new server? Start with the [MCP Index Community Cleanup Queue](docs/community-cleanup-queue.md). It links to live GitHub issue queues for good first metadata fixes, broken entries, catalog-health reports, new server submissions, client config requests, and profile claims.
Cleanup work improves the value of the hosted index: fewer duplicates, fresher source links, Excerpt of 18,284 characters
Read on GitHub
233
92
16
12
7
Shane Cheek · United States
4
Juan Antonio Osorio · Stacklok · Finland
4
4
Burak Bayır
4
4
4
Nathan Schram · @littlebearapps · Australia
3
3
3
3
3
3
Max Freedom Pollard
3
Emperormew · connection_error
3
3
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:bda44fa1c0975a86, topic:mcp, topic:model-context-protocol, topic:mcp-server