MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67851
Palanx
An MCP server that exposes a fully offline RAG library of books (PDFs, EPUBs, m…
— ○ ⏳ — N/A N/A — — —
67852
SPRIME01
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
— ○ ⏳ — N/A N/A — 95 —
67853
axel-belfort
Hyperliquid spot market data API for AI agents. Live prices, 24h volume, market…
— ○ ⏳ — — — — 81 —
67854
gregoire-renaldo
A local-first MCP server that gives AI coding assistants persistent, structured…
— ○ ⏳ — N/A N/A — — —
67855
aaronaalmendarez
Connects AI assistants to Roblox Studio, enabling them to interact with instanc…
— ○ ⏳ — N/A N/A — — —
67856
VeChain-AI-Terminal
Enables Claude Desktop to interact with the VeChain blockchain through natural …
— ○ ⏳ — — — — — —
67857
cognis-digital
skillhub Claim
Enables AI agents to scan codebases for TODO/FIXME/XXX patterns and get priorit…
— ○ ⏳ — N/A N/A — — —
67858
NeoDrew
chromeflow Claim
Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 brow…
— ○ ⏳ — N/A N/A — — —
67859
rebreakpsa
Pearch Claim
This project provides a tool for searching people using the Pearch.ai, implemen…
— ○ ⏳ — N/A N/A — 95 —
67860
rexlManu
MCP server exposing 30 tools for League of Legends player analysis, match revie…
— ○ ⏳ — — — — — —
67861
Kautiontape
Mystic Forge Claim
Unified MCP server for Magic: The Gathering, combining Scryfall card search and…
— ○ ⏳ — — — — — —
67862
jordanperr
Provides tools for executing Bash and AppleScript commands from LLMs on macOS, …
— ○ ⏳ — N/A N/A — — —
67863
hieuluongxuan
A Model Context Protocol (MCP) server connecting AI agents to the Polygon block…
— ○ ⏳ — — — — — —
67864
CSOAI-ORG
resume-parser-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
67865
Apillon
Enables AI models to manage decentralized storage, hosting, and NFTs via Apillo…
— ○ ⏳ — — — — — —
67866
storyblok
Provides access to the Storyblok Management API via MCP, enabling content manag…
— ○ ⏳ — — — — — —
67867
NomadsResearch
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
— ○ ⏳ — — — — — —
67868
lowtoxgear
Read-only catalogue MCP for Lowtoxgear — Australian low-tox lifestyle brand. 5 …
— ○ ⏳ — — — — — —
67869
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
— ○ ⏳ — N/A N/A — — —
67870 — ○ ⏳ — N/A N/A — 95 —
67871
ModdingFox
comfyui-mcp Claim
Exposes ComfyUI workflows as callable MCP tools, enabling LLMs to run image gen…
— ○ ⏳ — — — — — —
67872
ahmedabdirahman1-max
safe-sql-mcp Claim
Enables read-only SQL database access for AI assistants, allowing schema explor…
— ○ ⏳ — N/A N/A — — —
67873
junter1989k-ai
Bangladesh payments for AI agents — bKash / Nagad via SSLCommerz. Never holds f…
— ○ ⏳ — — — — — —
67874
macdroidapps
Provides weather data, analysis, and report saving through MCP tools, with a Ne…
— ○ ⏳ — — — — — —
67875
p-pouget
MCP server for materials science monitoring, searching ArXiv preprints and Open…
— ○ ⏳ — N/A N/A — — —
67876
AlSokolov2
Transforms a folder of Markdown files into a structured, version-controlled kno…
— ○ ⏳ — N/A N/A — — —
67877
jamesvdinh
MCP server for calculating a patient's 10-year ASCVD risk using the Pooled Coho…
— ○ ⏳ — — — — — —
67878
yonghwan86
Enables users to search and analyze Korean public procurement IT bid announceme…
— ○ ⏳ — N/A N/A — — —
67879
sankeerthnagapuri
Enables AI assistants to audit data governance, check access control roles, que…
— ○ ⏳ — — — — — —
67880
gasio-ai
가시오 툴즈의 14종 이미지/미디어 처리 기능을 로컬 오프라인에서 AI 에이전트가 사용할 수 있게 해주는 MCP 서버입니다. 배경 제거, 화질…
— ○ ⏳ — N/A N/A — — —
67881
arjunthilakeros
Enables Claude Code to request independent code reviews and second opinions fro…
— ○ ⏳ — N/A N/A — — —
67882
MartinCeska
pcs-mcp Claim
MCP server exposing ProCyclingStats teams, riders, and races data by scraping s…
— ○ ⏳ — — — — — —
67883
CSOAI-ORG
real-estate-listing-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
67884
patrikmichi
Storyblok MCP Claim 1
An MCP server that enables AI assistants like Cursor and Claude to interact wit…
— ○ ⏳ — — — — 81 —
67885
CSOAI-ORG
gods-eye-geospatial-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
67886
pipeworx-io
Wraps the Recreation Information Database (RIDB) API to enable querying recreat…
— ○ ⏳ — — — — — —
67887
toggle-workspace
Exposes the Toggle Brain knowledge base, prompt templates, and executable scrip…
— ○ ⏳ — — — — 81 —
67888
ackey-web
Enables autonomous AI agents to conduct non-custodial commerce using JPYC stabl…
— ○ ⏳ — N/A N/A — — —
67889
atomno-mcp
MCP server for technical SEO audits, powered by the detail.web engine. Run a si…
— ○ ⏳ — — — — — —
67890
commune-dev
commune-mcp Claim
Enables AI agents to read, send, and manage email and SMS through Commune's API.
— ○ ⏳ — — — — — —
67891
ishumilin
An unofficial MCP server for accessing Swiss Federal Statistical Office (BFS) d…
— ○ ⏳ — — — — — —
67892
htlin222
An MCP server that connects to Anki for card review and creation, featuring aut…
— ○ ⏳ — N/A N/A — — —
67893 — ○ ⏳ — N/A N/A — 95 —
67894
gomarble-ai
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
— ○ ⏳ — — — — 81 —
67895
muslus
WetLab-MCP Claim
Enables AI-assisted molecular biology experiment design with tools for qPCR pri…
— ○ ⏳ — N/A N/A — — —
67896
superbigroach
obol-mcp Claim
Lets AI agents discover, pay for, and call any HTTP API per request using USDC,…
— ○ ⏳ — — — — — —
67897
tosettil-polimi
MCP server that exposes the Vikey API for reservation management, property list…
— ○ ⏳ — — — — — —
67898
GTCC777
pulsenetwork Claim
914 paid market-data & token-safety endpoints — keyless x402 USDC: Base, Solana…
— ○ ⏳ — — — — — —
67899
driftsbot
drifts Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
— ○ ⏳ — N/A N/A — 83 —
67900
stephaneberle9
MCP server for creating interactive Vega-Lite data visualizations that render i…
— ○ ⏳ — N/A N/A — — —
Showing 67851–67900 of 68948 servers