MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51151
Kjopstad-IT
rqwstr Claim
AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/…
— ○ ⏳ — N/A N/A — — —
51152
jackmmaher
UKDataAPI Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
— ○ ⏳ — — — — 81 —
51153
Artem362
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
— ○ ⏳ — N/A N/A — — —
51154
Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.
— ○ ⏳ — — — — — —
51155
glitch-cc
A unified Open Source Intelligence toolkit that integrates data sources like Ce…
— ○ ⏳ — — — — 81 —
51156
akashrajpurohit
catchintent Claim
— ○ ⏳ — N/A N/A — 95 —
51157
CSOAI-ORG
optometry-ai-safety-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
51158
kambleakash0
ast-editor Claim
AST-targeted code editing MCP server with 28 surgical tools for structural edit…
— ○ ⏳ — N/A N/A — — —
51159
sputnicyoji
A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calen…
— ○ ⏳ — — — — — —
51160
blokpardi
A deployable server on Cloudflare Workers that provides Model Context Protocol …
— ○ ⏳ — N/A N/A — 95 —
51161
NimbleBrainInc
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
— ○ ⏳ — — — — 81 —
51162 — ○ ⏳ — N/A N/A — 95 —
51163
mfuechec
Enables AI agents to search, order, and monitor satellite and geospatial imager…
— ○ ⏳ — — — — 81 —
51164
rendobar
Rendobar Claim
Transform video, audio and images, and generate media from prompts. FFmpeg, cap…
— ○ ⏳ — — — — — —
51165
hello-qgtm
Eversince Claim
Creative agent that plans and executes across image, video, audio, and motion g…
— ○ ⏳ — — — — 81 —
51166
lorenzocean
lims-s Claim
— ○ ⏳ — N/A N/A — 95 —
51167
Jad-Assaf
shopify-mcp Claim
Enables management of Shopify store via GraphQL, including products, orders, in…
— ○ ⏳ — — — — — —
51168
seejux
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
— ○ ⏳ — — — — 81 —
51169
Wolfe-Jam
A proof-of-concept MCP server that scopes GitHub tools to the current repositor…
— ○ ⏳ — — — — — —
51170
MarketcheckHub
api Claim
MarketCheck automotive data: search US/UK listings, predict prices, decode VINs…
— ○ ⏳ — — — — — —
51171
Heartran
Enables local interaction with the Kanka worldbuilding API via MCP, supporting …
— ○ ⏳ — N/A N/A — — —
51172
Socialpranker
agentburn Claim
Local profiler for AI agents: burn by source, overnight bill, behavioral forens…
— ○ ⏳ — N/A N/A — — —
51173
OdinBot33
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
— ○ ⏳ — N/A N/A — 95 —
51174
Chiehyii
MCP server providing a searchable security knowledge base for AI coding assista…
— ○ ⏳ — N/A N/A — — —
51175
rprouse
MCP server for querying resolved Jira tickets across multiple Atlassian Cloud s…
— ○ ⏳ — N/A N/A — — —
51176
fouomene
MCP GeoData Placefinder: search places, reverse geocode, and find nearby locati…
— ○ ⏳ — N/A N/A — — —
51177
Continuum-AI-Corp
AI video dubbing via OrcaRouter (model orca/dub): upload a video or URL, poll, …
— ○ ⏳ — N/A N/A — — —
51178
oussama-kh
Enables hot-swapping llama.cpp models in a running Claude Code session via laun…
— ○ ⏳ — N/A N/A — — —
51179
JameZUK
Arkana Claim
An MCP server that provides 294 malware analysis tools behind an AI-driven inte…
— ○ ⏳ — — — — — —
51180
becoolme
mcp Claim
Manage uptime monitors, incidents and status pages from any MCP client.
— ○ ⏳ — — — — — —
51181
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
— ○ ⏳ — — — — 81 —
51182
cuilabs
Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, fre…
— ○ ⏳ — N/A N/A — — —
51183
shaktech786
Enables AI assistants to manage media automation services like Sonarr, Radarr, …
— ○ ⏳ — — — — — —
51184
Jeanivy
Shopify MCP Claim
Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
— ○ ⏳ — — — — — —
51185
sh-patterson
legiscan Claim
— ○ ⏳ — N/A N/A — 95 —
51186
schwarztim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
— ○ ⏳ — — — — 81 —
51187
urbanmorph
Description: Query India's open geo data in natural language. 8 tools: list lay…
— ○ ⏳ — — — — — —
51188
Fupete
Filo Claim
An unofficial MCP server that gives AI assistants structured access to Italy's …
— ○ ⏳ — N/A N/A — 95 —
51189
yeneryigitcelik-debug
dolores Claim
dolores is an MCP server that gives AI agents persistent memory using Postgres …
— ○ ⏳ — N/A N/A — — —
51190
Bigred97
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
— ○ ⏳ — N/A N/A — — —
51191
Galb-collab
A comprehensive MCP server for rekordbox database management with real-time dat…
— ○ ⏳ — N/A N/A — — —
51192
Vbj1808
Black-box flight recorder for RAG retrieval inside MCP agents. Logs chunks, sco…
— ○ ⏳ — N/A N/A — — —
51193
MaraBank
Connects Claude to remote servers via SSH to execute commands, manage files, an…
— ○ ⏳ — N/A N/A — 95 —
51194
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
— ○ — N/A N/A — 81 —
51195
apasztetnik
La guía 'El Buen Agente' como 18 tools para evaluar, mejorar y construir agente…
— ○ ⏳ — — — — — —
51196
hron
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
— ○ ⏳ — — — — 81 —
51197
tycket033-tech
A PDF debugging MCP server that inspects low-level PDF structure, including ind…
— ○ ⏳ — N/A N/A — — —
51198
JY-Zee
Enables MySQL database analysis through natural language, including schema expl…
— ○ ⏳ — — — — — —
51199
phpl
Provides read-only access to Bitbucket Server repositories, pull requests, bran…
— ○ ⏳ — N/A N/A — — —
51200
arjunkmrm
Linkup Claim
Access real-time web information and up-to-date facts from trusted sources. Ret…
— ○ ⏳ — — — — 81 —
Showing 51151–51200 of 69199 servers