MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37051 |
mcp-sandboxed-git-gh-cli
Claim
Runs git and GitHub CLI commands outside the macOS sandbox to bypass sandbox re…
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| 37052 |
notebook-editor
Claim
A local MCP server for reading, writing, and executing Jupyter notebooks using …
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| 37053 |
cli-executor-mcp
Claim
Enables LLMs to execute CLI commands and scripts for system deployment and mana…
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| 37054 |
okfy
Claim
Enables AI agents to search, read, and traverse documentation bundles in Open K…
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| 37055 |
fugaku-mcp
Claim
MCP server for the Fugaku supercomputer that enables natural language job submi…
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| 37056 |
solana-agent-mcp
Claim
Real-time Solana pump.fun token scanner with MCP stdio transport and HTTP API. …
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| 37057 |
GSC-MCP
Claim
Enables natural language analysis of Google Search Console data through Claude,…
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| 37058 |
nwc-mcp
Claim
MCP server exposing a Lightning wallet to LLM agents over Nostr Wallet Connect …
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| 37059 |
Enables full read-write access to PostgreSQL databases with transaction managem…
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| 37060 |
Whoop MCP Server
Claim
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
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| 37061 |
JupyterMCP
Claim
Enables AI agents to create, read, edit, and execute Jupyter notebook cells, ma…
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| 37062 |
Provides comprehensive git tooling via MCP, including status, diffs, commits, b…
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| 37063 |
Dev Toolbox MCP Server
Claim
Provides various developer utilities such as UUID generation, timestamp convers…
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| 37064 |
tokenslim-mcp
Claim
Provides context compression via the tokenslim engine, enabling MCP hosts to re…
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| 37065 |
Smart Clip MCP
Claim
AI-powered video clipping server that analyzes subtitles and audio to detect hi…
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| 37066 |
hko-mcp
Claim
Provides tools to access Hong Kong Observatory open data, including weather for…
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| 37067 |
mcp-eureka
Claim
MCP server for searching and retrieving over 550,000 Polish tax documents from …
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| 37068 |
HANAPerformanceMCP
Claim
An MCP server that gives AI assistants direct access to SAP HANA performance da…
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| 37069 |
history-rag
Claim
Local semantic search over Claude Code sessions and shell command history, expo…
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| 37070 |
codex-tldraw
Claim
A Codex stdio MCP server that generates simple tldraw product workflow diagrams…
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| 37071 |
MCP-Claude-FileMaker
Claim
Enables Claude to interact with FileMaker databases through the FileMaker Data …
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| 37072 |
A server template for deploying MCP servers on Cloudflare Workers with OAuth au…
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| 37073 |
UNITARES
Claim
Runtime governance for AI-agent fleets that continuously monitors agent health,…
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| 37074 |
mcp_project
Claim
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| 37075 |
mailforce
Claim
Mailforce is an MCP server that provides a policy layer for AI agents to safely…
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| 37076 |
WAHA MCP Server
Claim
Enables Claude or other MCP clients to interact with WhatsApp through the WAHA …
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| 37077 |
mcp-server-redmine
Claim
Enables AI assistants to create, update, and query Redmine issues and projects …
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| 37078 |
claude-intercom
Claim
Enables real-time messaging between Claude Code instances, allowing agents to s…
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| 37079 |
Sales Dashboard
Claim
Enables interactive sales data exploration within Claude through a dynamic dash…
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| 37080 |
outpost
Claim
Enables interaction with Microsoft Outlook services (Tasks, Calendar, Email, Co…
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| 37081 |
ViaCEP Brasil MCP Server
Claim
Enables AI tools to query Brazilian addresses by CEP or search CEPs by address …
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| 37082 |
markdown-vault-mcp
Claim
Python MCP server for programmatic access to markdown-based knowledge vaults, e…
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| 37083 |
tggroupMCP
Claim
Enables interaction with Telegram groups via MTProto, including message retriev…
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| 37084 |
FS_MCP_thin
Claim
A read-only MCP server that connects AI assistants to Freshservice Service Desk…
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| 37085 |
Provides tools for file system operations and text generation using OpenAI-comp…
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| 37086 |
Relay
Claim
Facilitate seamless communication between disparate systems or services. Enable…
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| 37087 |
Auth0 MCP Server
Claim
MCP server that provides access to Auth0 Management API v2, offering read-only …
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| 37088 |
MCP Wasm Toolkit
Claim
A serverless-accelerated hybrid development platform that minimizes dependencie…
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| 37089 |
Crypto Options Desk MCP
Claim
An MCP server that gives an LLM agent a typed, audited tool surface over quant …
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| 37090 |
UseAgents
Claim
Discover developer tools, then fetch tool-specific implementation context befor…
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| 37091 |
Agent 365
Claim
An authenticated MCP app that calls Microsoft Graph API via OBO flow and render…
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| 37092 |
Licensed, rights-cleared content for AI agents - verifiable license keys + EU A…
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| 37093 |
Enables image generation and editing using Google Vertex AI's Imagen API throug…
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| 37094 |
UIPin MCP Server
Claim
Run at http://127.0.0.1:3846 to provide AI tools (Claude Code, Cursor, etc.) wi…
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| 37095 |
thrift-memory
Claim
Provides MCP tools for cost-optimized memory management in AI agent teams, enab…
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| 37096 |
Nano Banana MCP
Claim
MCP server for Google Gemini image generation with configurable model support, …
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| 37097 |
spacedata
Claim
Aggregated public space data — satellite orbits, catalogs and launches — as a s…
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| 37098 |
mcp-data-dc
Claim
Enables querying Washington DC open data from opendata.dc.gov and ArcGIS REST A…
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| 37099 |
MySQL MCP Server
Claim
An AI-to-DB secure gateway that enables AI assistants like Claude Code to inter…
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| 37100 |
clark-mcp
Claim
A local, offline MCP server that provides a natural-language interface to Clark…
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