MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64001
goncaloreis
Enables Claude to interact with your Telegram account, including reading messag…
N/A N/A
64002
NUPUR0307
Enables interview preparation by analyzing resumes and job descriptions, genera…
N/A N/A
64003
sbrunner-atx
An MCP server that controls WSJT-X for amateur radio weak-signal modes (FT8/FT4…
N/A N/A
64004
Dominic-Pi-Sunyer
The MCP for the Web Speed Agent SDK that enables post-auth agents.
N/A N/A
64005
Hawkeye-Zaragsoft
Local codebase search for AI assistants via MCP. Requires Hawkeye and Hawkeye A…
N/A N/A
64006
sanchezvivi
A fully local, self-hosted memory server for MCP clients (Claude Code, Cursor, …
N/A N/A
64007
jinto
A secure and efficient MCP server for MySQL database operations, enabling LLMs …
64008
fieldcure
essentials Claim
Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, fi…
N/A N/A
64009
Eklps
Allows AI assistants to deploy static frontend directories to Surge.sh via a si…
N/A N/A
64010
BlockScience
A bridging framework that integrates Knowledge Organization Infrastructure (KOI…
81
64011
votelai
votel-mcp Claim
An MCP server that lets AI assistants manage and publish websites via Votel, in…
64012
Fridemn
A plugin-based MCP server built on FastAPI that supports dynamic tool loading, …
64013
pedxyuyuko
mc-rcon-mcp Claim
Enables Minecraft server management via RCON: execute commands, list players, g…
64014
Michaelzag
Enables SQL query execution and database structure browsing via MCP tools and r…
64015
gustavo-meilus
AI assistant integration with Logseq knowledge graph: 21 tools to read, write, …
N/A N/A
64016
0xABADBABE-ops
Self-hosted MCP server for AI browser automation. Connects to your own Chromium…
64017
montecbmd
Provides 7 free fun tools (fortune cookie, compliment, fun fact, etc.) for AI a…
64018
jameshgrn
firepass-mcp Claim
MCP server that turns Kimi K2.6 Turbo into an agentic coding assistant with too…
N/A N/A
64019
marek
kjjjj Claim
N/A N/A 95
64020
matthiastjong
Shellgate Claim
A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
64021
Sav1ouR520
专为教师设计的小雅智能教学平台教育管理MCP服务器,集成课程资源管理、题目创建、试卷配置、班级查询、签到统计、任务测验与批阅等功能。
64022
wbgrds
mcp-zenkit Claim
Enables managing Zenkit collections and entries through natural language comman…
64023
davidemodolo
local_ai_gen Claim
Local AI generation for images, audio, speech, and 3D models using open source …
N/A N/A
64024
luisitoys12
Enables AI-powered image and video generation using Higgsfield AI models throug…
64025
ArpitaSethi-12
Enables AI assistants to query your local browsing history using keyword search…
N/A N/A
64026
CorporateTravelDC
Enables querying aviation weather, FAA TFRs, NWS alerts, flight tracking, and A…
64027
BlueNacho
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
N/A N/A
64028
WayneLiu519888
An intelligent MCP toolset for software testers that monitors code changes, ana…
64029
mcpslim
github-slim Claim
Github MCP server optimized for AI assistants — Reduce context window tokens by…
64030
mindsdb
Enables LLMs to interact with Minds through the Minds SDK, supporting resource …
64031
theo-nash
Enables AI models to interact with Twitter, including posting tweets, searching…
64032
stroupp
ATR Healer Claim
MCP server for self-healing Selenide + Cucumber regression tests, using AI to f…
N/A N/A
64033
Nshuti7
bugsink-mcp Claim
Hosted MCP server that exposes your self-hosted Bugsink error tracker as tools …
64034
mcostigliola321
Enables AI assistants to forecast revenue and demand for Shopify stores using G…
64035
cbruyndoncx
Converts Cursor agent plans into structured markdown task lists and organizes t…
N/A N/A
64036
theYahia
payme-mcp Claim
MCP server for Payme payment system (Uzbekistan). Supports transactions, statem…
N/A N/A
64037
foxtrottwist
Connects LLMs to your macOS Shortcuts library, enabling interactive workflows, …
N/A N/A
64038
bitterpanda63
Enables interaction with the Officient HR API to manage people, days off, and s…
64039
hotic
An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemi…
N/A N/A
64040
Zlash65
A secure PostgreSQL MCP server with built-in SSH tunneling that enables AI assi…
64041
ARAVINDHRAJA123
Enables AI clients to automatically investigate dbt test failures, trace root c…
N/A N/A
64042
Serhatcck
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
N/A N/A
64043
mparth14
Enables AI assistants to understand and analyze Spring Boot codebases through s…
N/A N/A
64044
noreplynexoracommunity-lgtm
Enables searching and exploring the dark web (.onion) via a gMCP-compatible ser…
64045
kerrybackapps
Enables querying Rice Business Stock Market Data Portal using natural language …
64046
foggy-projects
A semantic layer query engine with MCP support, enabling AI assistants to query…
64047
yejianye
Enables AI agents to find semantic connections and perform text searches in Obs…
N/A N/A
64048
netadx1ai
A minimal, production-ready MCP server boilerplate for building AI-powered back…
64049
cloudflare
Workers observability and debugging. Inspect application logs, analytics, and r…
81
64050
rnd-pro
Multi-agent orchestration server that enables parallel task delegation, sequent…
N/A N/A
Showing 64001–64050 of 67291 servers