MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 6 hours, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48951 |
mcp-fetch-ya
Claim
Fetches web content and converts HTML to markdown with robots.txt compliance an…
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| 48952 |
Onto MCP Server
Claim
Enables interaction with the Onto platform through MCP, providing tools for man…
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| 48953 |
konbu
Claim
Self-hostable all-in-one planner (calendar, notes, todos, bookmarks) with built…
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| 48954 |
maven-indexer-mcp
Claim
Indexes local Maven and Gradle caches to enable AI agents to search for Java cl…
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| 48955 |
@registry/mcp
Claim
Unified MCP server for searching, analyzing, and managing packages across npm, …
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| 48956 |
icloud-reminders-mcp
Claim
Gives AI agents read and write access to Apple Reminders via iCloud CalDAV, syn…
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| 48957 |
wigolo
Claim
Provides local-first web intelligence over MCP with tools for search, fetch, cr…
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| 48958 |
win-cli-mcp-server
Claim
Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, a…
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| 48959 |
inbody-api-mcp
Claim
Enables retrieval of InBody body composition data including profile, scan histo…
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| 48960 |
speedrun-mcp
Claim
Enables AI assistants to query speedrun.com for games, categories, leaderboards…
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| 48961 |
Cookidoo MCP Server
Claim
Lets Claude read recipes from your Cookidoo account and create TM7-optimized cu…
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| 48962 |
arXiv MCP Server
Claim
Enables searching and retrieving arXiv papers via the Model Context Protocol, p…
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| 48963 |
hermes-mcp-server
Claim
Bridges MCP-compatible AI clients to over 100 Hermes Agent skills for web brows…
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| 48964 |
Gemini API Server
Claim
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
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| 48965 |
OpenFDA MCP Server
Claim
A comprehensive MCP server that provides access to U.S. FDA public datasets via…
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| 48966 |
Files MCP Server
Claim
Stdio MCP server for sandboxed file access — read files, search content, safely…
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| 48967 |
cohere-mcp
Claim
A Type 3 DAuth MCP server for Cohere AI API, enabling chat, embeddings, reranki…
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| 48968 |
mac-mcp
Claim
A read-only MCP server that exposes data from native macOS apps (Mail, Notes, C…
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| 48969 |
mcp-llm-eval
Claim
A local MCP server that packages LLM evaluation gates as reusable CI/CD primiti…
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| 48970 |
China Travel MCP
Claim
Provides AI assistants with comprehensive China inbound travel capabilities, in…
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| 48971 |
MCP server for interacting with Neon Management API and databases
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| 48972 |
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
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| 48973 |
A Model Context Protocol server providing OCR and CAPTCHA recognition capabilit…
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| 48974 |
PipeDrive MCP Server
Claim
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
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| 48975 |
DX12 Engine MCP Server
Claim
Enables AI agents to control the DX12 Engine editor for game development, inclu…
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| 48976 |
Hermes Squad
Claim
Multi-agent AI orchestrator that runs parallel coding agents in isolated sessio…
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| 48977 |
sql-review-agent
Claim
Enables reviewing BigQuery SQL queries for performance issues, cost estimation,…
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| 48978 |
FreeCAD MCP Server
Claim
Allows AI agents like Claude to create, edit, and query 3D models in FreeCAD th…
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| 48979 |
run402-mcp
Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
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| 48980 |
mcp-vault-reader
Claim
Enables AI assistants to search, read, and traverse Markdown note vaults (Obsid…
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| 48981 |
Colter
Claim
MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.
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| 48982 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 48983 |
BlogPublisher
Claim
Multi-platform blog publishing tool that enables users to save, schedule, and p…
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| 48984 |
Repo Radar MCP
Claim
Discover, rank, and compare GitHub repositories from any MCP-compatible AI clie…
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| 48985 |
EARLY App MCP Server
Claim
An MCP server that provides AI assistants with access to the EARLY time trackin…
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| 48986 |
runsec
Claim
AI-powered MCP Server for Secure Coding. Zero noise, instant proof.
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| 48987 |
reddit_mcp
Claim
A Model Context Protocol server for reading public Reddit data and posting auth…
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| 48988 |
http-mcp
Claim
Enables LLMs to make HTTP requests with OAuth2, session cookies, retry logic, a…
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| 48989 |
Cursor Agent Poisoning
Claim
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
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| 48990 |
GRID MCP Server
Claim
Enables Claude to query and manipulate GRID spreadsheets via the GRID API using…
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| 48991 |
Smithery AuthKit
Claim
Enable seamless creation and management of authentication workflows for your ap…
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| 48992 |
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
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| 48993 |
MCP Server
Claim
A modular Model Control Protocol server that provides tools for GitHub reposito…
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| 48994 |
NYC Friend
Claim
Get friendly, local answers to your New York City questions. Ask about neighbor…
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| 48995 |
boj-mcp
Claim
Unofficial MCP server for searching and recommending Baekjoon (BOJ) problems us…
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| 48996 |
cc-switch-websearch
Claim
Provides a web_search MCP tool for cc-switch, backed by a self-hosted SearXNG i…
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| 48997 |
A persistent memory layer for AI tools that decouples personal data from AI's u…
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| 48998 |
百度图片搜索 MCP Server
Claim
基于百度图片搜索API,支持图片搜索、下载及格式转换的MCP服务器。
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| 48999 |
mcp-frontiermath
Claim
Enables solving FrontierMath problems and performing advanced mathematical comp…
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| 49000 |
Meta Ad Library MCP
Claim
Searches the Meta (Facebook) Ad Library by keyword and returns ad details inclu…
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