MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48951
xiaocang
mcp-fetch-ya Claim
Fetches web content and converts HTML to markdown with robots.txt compliance an…
48952
hope4b
Enables interaction with the Onto platform through MCP, providing tools for man…
48953
krtw00
konbu Claim
Self-hostable all-in-one planner (calendar, notes, todos, bookmarks) with built…
48954
tangcent
Indexes local Maven and Gradle caches to enable AI agents to search for Java cl…
N/A N/A
48955
broisnischal
Unified MCP server for searching, analyzing, and managing packages across npm, …
N/A N/A
48956
Lingnik
Gives AI agents read and write access to Apple Reminders via iCloud CalDAV, syn…
48957
KnockOutEZ
wigolo Claim
Provides local-first web intelligence over MCP with tools for search, fetch, cr…
N/A N/A 95
48958
mhprol
Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, a…
N/A N/A
48959
rwestergren
Enables retrieval of InBody body composition data including profile, scan histo…
48960
williamcodes
speedrun-mcp Claim
Enables AI assistants to query speedrun.com for games, categories, leaderboards…
48961
danielkliem
Lets Claude read recipes from your Cookidoo account and create TM7-optimized cu…
N/A N/A
48962
zlobste
Enables searching and retrieving arXiv papers via the Model Context Protocol, p…
N/A N/A
48963
pangtongya
Bridges MCP-compatible AI clients to over 100 Hermes Agent skills for web brows…
48964
Vijay-2005
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
N/A N/A 95
48965
Augmented-Nature
A comprehensive MCP server that provides access to U.S. FDA public datasets via…
48966
verymbuemo
Stdio MCP server for sandboxed file access — read files, search content, safely…
N/A N/A
48967
madaoQ
cohere-mcp Claim
A Type 3 DAuth MCP server for Cohere AI API, enabling chat, embeddings, reranki…
48968
DaniAkash
mac-mcp Claim
A read-only MCP server that exposes data from native macOS apps (Mail, Notes, C…
N/A N/A
48969
berkayildi
mcp-llm-eval Claim
A local MCP server that packages LLM evaluation gates as reusable CI/CD primiti…
48970
mako202605
Provides AI assistants with comprehensive China inbound travel capabilities, in…
48971
neondatabase-labs
neon Claim 1
MCP server for interacting with Neon Management API and databases
86
48972
JesseGdotIO
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
48973
ymeng98
A Model Context Protocol server providing OCR and CAPTCHA recognition capabilit…
48974
GarethWright
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
48975
ryuto-alt
Enables AI agents to control the DX12 Engine editor for game development, inclu…
N/A N/A
48976
BarnsL
Hermes Squad Claim
Multi-agent AI orchestrator that runs parallel coding agents in isolated sessio…
N/A N/A
48977
ARAVINDHRAJA123
Enables reviewing BigQuery SQL queries for performance issues, cost estimation,…
48978
tomo1230
Allows AI agents like Claude to create, edit, and query 3D models in FreeCAD th…
N/A N/A
48979
kychee-com
run402-mcp Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
N/A N/A 95
48980
LucasRocha179
Enables AI assistants to search, read, and traverse Markdown note vaults (Obsid…
48981
mfbahc
Colter Claim
MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.
N/A N/A
48982
YegorKozlov
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
N/A N/A
48983
perlahm0404
Multi-platform blog publishing tool that enables users to save, schedule, and p…
48984
javiermorron
Discover, rank, and compare GitHub repositories from any MCP-compatible AI clie…
48985
janfincke
An MCP server that provides AI assistants with access to the EARLY time trackin…
48986
ivanidknow
runsec Claim
AI-powered MCP Server for Secure Coding. Zero noise, instant proof.
48987
ajaaysrinivaas
reddit_mcp Claim
A Model Context Protocol server for reading public Reddit data and posting auth…
48988
cUDGk
http-mcp Claim
Enables LLMs to make HTTP requests with OAuth2, session cookies, retry logic, a…
N/A N/A 95
48989
Omprakash97
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
N/A N/A 95
48990
GRID-is
Enables Claude to query and manipulate GRID spreadsheets via the GRID API using…
48991
tobinsouth
Enable seamless creation and management of authentication workflows for your ap…
N/A N/A 95
48992
WIndFate
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
48993
deploypilotorg
MCP Server Claim
A modular Model Control Protocol server that provides tools for GitHub reposito…
48994
Auxin-io
NYC Friend Claim
Get friendly, local answers to your New York City questions. Ask about neighbor…
N/A N/A 95
48995
csh1668
boj-mcp Claim
Unofficial MCP server for searching and recommending Baekjoon (BOJ) problems us…
48996
soizo
Provides a web_search MCP tool for cc-switch, backed by a self-hosted SearXNG i…
N/A N/A
48997
KennethLeeJE8
A persistent memory layer for AI tools that decouples personal data from AI's u…
N/A N/A
48998
limithacker
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。
48999
MikeyBeez
Enables solving FrontierMath problems and performing advanced mathematical comp…
N/A N/A
49000
konstantin-tradient
Searches the Meta (Facebook) Ad Library by keyword and returns ad details inclu…
Showing 48951–49000 of 66518 servers
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