MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55001
edasan0568
Enables management of Proxmox VE environments via the Proxmox API, including no…
N/A N/A
55002
tamil3yashni-ship-it
Enables AI agents to interact with Angel One brokerage for live market data, po…
55003
Webotvurci-s-r-o
mcp-revelor Claim
Connects AI assistants to Revelor e-shop analytics, search configuration, and r…
N/A N/A
55004
bolabaden
MCP server for vibe coding with music, enabling format conversion (LilyPond, Mu…
N/A N/A
55005
lemonchikHere
Unifies multiple Yandex MCP servers (Direct, Metrika, Webmaster, Tracker, Cloud…
N/A N/A
55006
tonutoz
Integrates Notion with Claude Code, enabling search, read, and write operations…
55007
moaaz01
Query, explore, and manage SQLite databases through the Model Context Protocol.…
55008
tommyjin2894
mcp-service Claim
A 3-tier relay service that serves MCP tools via WebSocket, including calculato…
55009
rishabhsfdc
A local web search MCP server that uses stealth Chromium to bypass CAPTCHAs and…
N/A N/A
55010
michelle447
printify-mcp Claim
Connect Printify to Claude so you can create, update, and publish print-on-dema…
55011
oakkaya
Exposes Evan's Debugger (EDB) features as MCP tools, enabling AI-driven debuggi…
N/A N/A
55012
Vedv7
Provides architectural memory for AI coding agents, enabling reuse of existing …
N/A N/A
55013
Muhammad-Sarfaraz
Enables querying DuckDuckGo Instant Answer API for search results.
55014
JrJuni
Enables recording and analyzing coding practice attempts, comparing LLM verdict…
N/A N/A
55015
guolisen
Enables interaction with Linux system operations via MCP, including CPU, memory…
N/A N/A
55016
fastmcp-me
Enables querying clinical trial data from the AACT database (ClinicalTrials.gov…
55017
aidalinfo
Relay MCP server enabling synchronous multi-turn communication between Hermes a…
55018
pipeworx-io
mcp-hibp Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
55019
ellenfel
A basic Python implementation of a Model Context Protocol server for educationa…
55020
pchawla-a6su
DevDrops Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
81
55021
fellowship-dev
Navvi Claim
Gives your AI agent a persistent browser identity with anti-detection, credenti…
N/A N/A
55022
AStheTECH
Enables interaction with Polymarket prediction markets through read-only access…
55023
wangguoxi0814
MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enab…
55024
JonusNattapong
Decentralized MCP server enabling AI coding agents to communicate and coordinat…
N/A N/A
55025
colapsis
transfa Claim
Ephemeral file transfer for AI agents and CI/CD pipelines — upload any file, ge…
55026
Qiuerjun
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
N/A N/A
55027
Sarks0
Enables AI assistants to analyze binaries, debug processes, and inspect kernel …
N/A N/A
55028
lianekai
Provides table structure browsing and read-only query capabilities for DM8 data…
N/A N/A
55029
BernhardJackiewicz
An MCP server that adds engineering discipline to AI-assisted development, enfo…
N/A N/A
55030
Ezzeay
mcp-server Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
N/A N/A
55031
pipinho13
A beginner-friendly MCP server for managing personal notes. Enables Claude to c…
N/A N/A
55032
gracelee087
An unofficial MCP server for Google NotebookLM that enables users to manage not…
N/A N/A
55033
pmankineni
Enables AI assistants to interact with SAP Datasphere for data exploration, que…
55034
chiang881
使AI代理能够通过学生账号读取ManageBac中的截止日期、成绩条目和GPA的MCP服务器。
N/A N/A
55035
QuangThai
Enables text-only coding agents to analyze local images using a dedicated visio…
N/A N/A
55036
EnrowAPI
Enables AI assistants to find and verify professional emails and phone numbers …
N/A N/A
55037
Semsemq
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
55038
pipeworx-io
mcp-hash Claim
Provides cryptographic hash and HMAC computation for text, supporting algorithm…
55039
alexalexalex222
A referee for self-improving AI agent loops that mines past sessions for effect…
N/A N/A
55040
artvandelay
Enables AI assistants to access and query ARTPARK's public health datasets incl…
N/A N/A
55041
mukung26
Enables AI assistants to send and retrieve messages, access employee informatio…
N/A N/A
55042
chochinlu
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
N/A N/A
55043
Reviewable workspace discovery and private HTML review creation via stdio MCP.
N/A N/A 81
55044
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
N/A N/A
55045
EremesNG
Thoth-Mem Claim
Persistent memory for AI coding agents, storing learned architecture decisions,…
N/A N/A
55046
SantosSjba
Enables AI assistants to write and execute C# code directly inside Autodesk Civ…
N/A N/A
55047
multiversx
Provides AI agents with MultiversX blockchain data querying and SDK-dApp v5 doc…
55048
grburgess
mindgap Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
N/A N/A
55049
dpaula
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
N/A N/A
55050
gamosoft
Self-hosted plain-markdown knowledge base with a built-in MCP server. Lets Clau…
N/A N/A
Showing 55001–55050 of 67226 servers