MCP Server Quality Scores
Independent quality analysis of 58691 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58651 |
lean-mcp
Claim
Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI c…
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| 58652 |
adaddaadaaa
Claim
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| 58653 |
gmail-mcp
Claim
MCP server for Gmail that enables searching, reading, archiving, and managing e…
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| 58654 |
faceton-mcp-server
Claim
FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic…
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| 58655 |
siftingio-mcp
Claim
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
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| 58656 |
TokenBel Financial Data
Claim
Read-only MCP server for Belarusian securities: tokens, shares, bonds, companie…
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| 58657 |
hoton-mcp
Claim
Enables AI agents to purchase Telegram Stars, Premium, and TON top-ups by build…
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| 58658 |
bazi-mcp
Claim
Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar …
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| 58659 |
Gamma MCP Server
Claim
Enables generating AI-powered presentations via the Gamma API directly from MCP…
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| 58660 |
Deploy an MCP server on Cloudflare Workers without authentication, enabling rem…
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| 58661 |
viam-community-mcp
Claim
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
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| 58662 |
gl-mcp-feedback
Claim
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
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| 58663 |
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
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| 58664 |
Stoa
Claim
Persistent shared memory for AI coding agents that turns a folder of markdown f…
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| 58665 |
A Python FastMCP server that re-exposes Kindora's public funder and grant tools…
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| 58666 |
mcp-ai-detection
Claim
Enables multi-tier AI-detection screening on academic papers by extracting text…
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| 58667 |
PostgreSQL MCP Server
Claim
Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL …
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| 58668 |
Copilot MCP
Claim
MCP server exposing 14 real-time financial data tools to Microsoft Copilot Stud…
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| 58669 |
mame-mcp
Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
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| 58670 |
An MCP server with six tools including web search, URL fetching, math calculati…
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| 58671 |
mcp-knowledge-base
Claim
A personal knowledge base MCP server that allows AI assistants to manage notes,…
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| 58672 |
youtube-transcriber-mcp
Claim
Enables intelligent transcription of YouTube videos with automatic optimization…
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| 58673 |
ie-mcp
Claim
Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applica…
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| 58674 |
git-mcp
Claim
Connects Claude to GitHub via OAuth and proxies official GitHub MCP tools, allo…
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| 58675 |
Motus
Claim
Enables agents to search airports and find group meetup flights for multiple tr…
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| 58676 |
ddg_mcp_server
Claim
A web-based search interface using DuckDuckGo's search API, built with Python a…
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| 58677 |
grocers-design-mcp
Claim
Exposes the Grocers Design System as queryable tools for coding agents, includi…
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| 58678 |
gq-insight-mcp
Claim
Enables semantic search and grounded answering over customer-research interview…
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| 58679 |
mcp-retroarch
Claim
Drive any libretro core through [RetroArch](https://www.retroarch.com/)'s Netwo…
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| 58680 |
ragalgo-v3
Claim
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| 58681 |
keyshade-mcp
Claim
MCP server for interacting with Keyshade's secrets management platform, enablin…
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| 58682 |
api-redbox-mcp
Claim
Provides a disposable, hardened Kali Linux sandbox with an MCP interface for LL…
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| 58683 |
MCP Translation Server
Claim
高性能满-汉双向机器翻译系统,支持形态分析和增强型翻译引擎。
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| 58684 |
renfield-mcp-tracking
Claim
Multi-carrier parcel tracking server that communicates directly with carrier AP…
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| 58685 |
mcp-roo-memory
Claim
Persistent fractal graph memory for AI coding agents via MCP. Semantic vector s…
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| 58686 |
Yahoo Fantasy MCP
Claim
A Model Context Protocol server that provides read-only access to Yahoo Fantasy…
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| 58687 |
MCP Atende Direito One
Claim
Deploys a remote MCP server on Cloudflare Workers without authentication, suppo…
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| 58688 |
Huppert MCP
Claim
MCP server that enables AI assistants to access and query fNIRS data analysis t…
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| 58689 |
Data Recon MCP Server
Claim
An MCP server for data reconciliation between MySQL and Snowflake, enabling LLM…
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| 58690 |
dynalist-mcp
Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
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| 58691 |
claudex
Claim
Persistent memory + FTS5 full-text search for Claude Code conversation history.…
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