MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42951 |
Enables use of the ChatGPT macOS app through the MCP protocol.
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| 42952 |
chuk-mcp-lazarus
Claim
Mechanistic interpretability MCP server wrapping chuk-lazarus, enabling model l…
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| 42953 |
Fluent MCP Server
Claim
Enables natural language interaction with ServiceNow Fluent SDK commands, API s…
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| 42954 |
mcp-rcsb-pdb
Claim
Enables querying and retrieving experimental protein structures from the RCSB P…
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| 42955 |
zotero-mcp-lite
Claim
Enables AI assistants to search, read, and manage Zotero references locally wit…
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| 42956 |
Minimizes LLM token consumption via YAML serialization, HTML-to-Markdown distil…
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| 42957 |
NotiCode
Claim
Runs as an MCP server providing file system operations, shell execution, and sy…
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| 42958 |
MCP server providing access to the Earth616 Defense Supply Chain and Documentat…
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| 42959 |
MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microser…
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| 42960 |
Ableton MCP Enhanced
Claim
Enables controlling Ableton Live from Cursor using natural language commands fo…
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| 42961 |
Query Lithuanian data protection regulations, decisions, and requirements from …
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| 42962 |
1C MCP Proxy
Claim
Proxies MCP protocol to JSON-RPC for 1C:Enterprise IT management system, enabli…
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| 42963 |
twitterapi-docs-mcp
Claim
Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoin…
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| 42964 |
An MCP server that combines sequential thinking with persistent memory through …
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| 42965 |
self-mcp-server
Claim
FastMCP server for querying FRED financial and macroeconomic data, providing to…
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| 42966 |
After Effects MCP
Claim
Connects your AI assistant to afterAI, a hosted After Effects pipeline. Edit ra…
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| 42967 |
telegram-user-mcp
Claim
An MCP server that connects to Telegram as your real user account and exposes r…
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| 42968 |
swaggbot
Claim
Transforms Swagger/OpenAPI documented APIs into conversational interfaces, enab…
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| 42969 |
resume-tailor-mcp-server
Claim
Helps job seekers tailor their resume and generate cover letters against a spec…
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| 42970 |
aspnetcore-debugger-mcp
Claim
MCP server for interactive .NET / ASP.NET Core debugging via netcoredbg. 27 too…
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| 42971 |
oura-mcp-server
Claim
Enables AI assistants to access and analyze Oura Ring health data, including sl…
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| 42972 |
wigle-mcp
Claim
An MCP server that exposes WiGLE.net wardriving lookups as tools for LLMs, enab…
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| 42973 |
MaaMCP_CC
Claim
Enables Claude Code to directly control Android emulators or Windows windows fo…
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| 42974 |
MoziChem-Hub MCP Server
Claim
A modular Python toolkit exposing chemical engineering calculations (thermodyna…
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| 42975 |
apple-music-mcp
Claim
MCP server for controlling Apple Music on macOS via AppleScript, enabling playl…
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| 42976 |
Baguskto Saham
Claim
Enables AI assistants to access Indonesian stock market data, including real-ti…
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| 42977 |
gnosys-treeshell
Claim
Tree-based navigation MCP that provides a single interface to explore and execu…
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| 42978 |
mcp-financex
Claim
Comprehensive MCP server for real-time stock, cryptocurrency, options, and fund…
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| 42979 |
mcp-deezer
Claim
Deezer MCP server for AI agents to search, manage playlists, favorites, and dis…
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| 42980 |
Removes the 'Made with Gamma' watermark from PDF and PowerPoint files exported …
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| 42981 |
Enables deploying and connecting to MCP servers on Cloudflare Workers with OAut…
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| 42982 |
harmonyos-dev-mcp
Claim
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
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| 42983 |
mcp-b2b-prospect-engine
Claim
Enrich companies, discover hiring signals and find verified contacts in one act…
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| 42984 |
todoist-mcp
Claim
Enables Claude Desktop and other MCP clients to manage Todoist tasks, projects,…
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| 42985 |
Warcraft 3 MCP Server
Claim
Edit your Warcraft III maps by just talking to Claude.
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| 42986 |
MCP_Python
Claim
MCP server deployed on Azure Functions that provides a LearnAgent tool to searc…
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| 42987 |
Teardrop
Claim
Teardrop is the native economic layer for AI agents, providing a robust suite o…
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| 42988 |
Vision MCP Server
Claim
Enables AI agents to analyze images, extract text, compare images, and analyze …
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| 42989 |
gobox-mcp
Claim
Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
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| 42990 |
rootly-mcp
Claim
MCP server for the Rootly incident management platform — alerts, incidents, on-…
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| 42991 |
hadith-mcp
Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
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| 42992 |
Google Maps MCP Server
Claim
Provides comprehensive access to Google Maps Platform APIs through MCP, enablin…
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| 42993 |
lead-agent-mcp
Claim
A lightweight MCP server that lets distributed AI agent teams query a designate…
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| 42994 |
mcp-all-in-one
Claim
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
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| 42995 |
GitHub MCP Server
Claim
MCP server that enables AI agents to perform GitHub operations like creating re…
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| 42996 |
Horizon
Claim
An MCP server that connects AI assistants to university D2L Brightspace and Pia…
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| 42997 |
Mursa MCP
Claim
Enables Claude Code, Claude Desktop, Cursor, or any MCP-compatible client to in…
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| 42998 |
IL Bank MCP
Claim
Finance assistant that brings your Israeli bank data to any AI assistant, enabl…
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| 42999 |
Pexels MCP Server
Claim
An MCP server to search for photos and videos on Pexels.
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| 43000 |
ls-news-mcp
Claim
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