MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54001
ace4seven
GC-MCP Claim
Enables AI assistants to access and query Garmin Connect health and fitness dat…
— ○ ⏳ — N/A N/A — — —
54002
ahmedselimmansor-ctrl
Enables AI agents to control Instagram accounts programmatically, supporting pr…
— ○ ⏳ — N/A N/A — — —
54003
brandonbosco
Build custom API integrations quickly with this ready-to-use MCP server templat…
— ○ ⏳ — N/A N/A — 95 —
54004
CSOAI-ORG
AI-powered iso 27001 ai MCP server for agents. Supports audit isms, risk assess…
— ○ ⏳ — N/A N/A — — —
54005
erophames
An MCP server that makes superpowers skills available to any LLM that supports …
— ○ ⏳ — N/A N/A — — —
54006
hoainho
podium-mcp Claim
One MCP endpoint, 43 tools for iOS-simulator E2E — native UI automation, Maestr…
— ○ ⏳ — N/A N/A — — —
54007
karudo
Enables searching for component, function, and type usage in React/TypeScript p…
— ○ ⏳ — N/A N/A — — —
54008
SantipBarber
Enables LLMs to search Odoo modules in OCA repositories using hybrid search (se…
— ○ ⏳ — — — — — —
54009
surendranb
Enables efficient Wikipedia access through a progressive retrieval strategy tha…
— ○ ⏳ — — — — — —
54010
u17g
Plan, schedule and generate SEO articles on a content calendar, from your agent.
— ○ ⏳ — — — — — —
54011
EricAgyemang478
A production-ready MCP server template with typed tools, schema validation, tes…
— ○ ⏳ — N/A N/A — — —
54012
rajeshpenki
Enables management and monitoring of Databricks jobs, including listing, runnin…
— ○ ⏳ — — — — — —
54013
Scormave
MCP server for structured access to Gramps Web genealogy data
— ○ ⏳ — N/A N/A — — —
54014
abdul-hamid-achik
Cortex Claim
Enforces structured, evidence-guided software engineering tasks with cognitive …
— ○ ⏳ — N/A N/A — — —
54015
chandanCoding
A secure tool-execution plane for agentic AI that enforces JWT authentication, …
— ○ ⏳ — — — — — —
54016
EoinFalconer
An MCP server that exposes the Lattice Talent API as tools, enabling AI assista…
— ○ ⏳ — — — — — —
54017
Themetralla3000
Generates PowerPoint presentations from templates using AI, injecting text and …
— ○ ⏳ — N/A N/A — — —
54018
shameelcinemagics
Trello MCP Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
— ○ ⏳ — N/A N/A — — —
54019
ucsdsu
Enables AI assistants to create, manage, and discover family gift registries. U…
— ○ ⏳ — N/A N/A — — —
54020
roberjacobo
Integrates with the Zephyr Scale test management tool for Jira to fetch and upd…
— ○ ⏳ — — — — 81 —
54021
brick-byte
footnote Claim
Every number in an AI answer traces back to the rows that produced it.
— ○ ⏳ — N/A N/A — — —
54022
FGHMX
A remote MCP server for ChatGPT that exposes read-only Financial Modeling Prep …
— ○ ⏳ — — — — — —
54023
enzodevs
Enables semantic code search across indexed codebases using natural language qu…
— ○ ⏳ — N/A N/A — — —
54024
iamishaan24
Enables AI assistants to interact with Jenkins CI/CD servers, including checkin…
— ○ ⏳ — — — — — —
54025
PixlFlip-Enterprises
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
— ○ ⏳ — — — — — —
54026
boxpositron
Enables AI tools to interact with Firefly III personal finance management insta…
— ○ ⏳ — — — — 81 —
54027
oleksandr-cprime
abraxas93 Claim
— ○ ⏳ — N/A N/A — 95 —
54028
aniekanasuquookono-web
Archiet Claim
Archiet MCP server: scaffold full-stack apps from PRD text and extract capabili…
— ○ ⏳ — N/A N/A — — —
54029
SocialChamp
Social Champ Claim
Connect AI agents to Social Champ: manage channels, posts, AI content, queue, a…
— ○ ⏳ — — — — — —
54030
Yongho-Song-dev
Enables Kakao Tools users to get comprehensive travel preparation information f…
— ○ ⏳ — — — — — —
54031
sF1nX
x402station Claim
Pre-flight oracle for x402 — detect decoys, zombies, and price traps before age…
— ○ ⏳ — N/A N/A — 75 —
54032
CarbonCashmere
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
— ○ ⏳ — — — — — —
54033
luke-nielsen
ebay-mcp Claim
Enables Claude to search eBay listings, analyze price distributions, find deals…
— ○ ⏳ — — — — — —
54034
delltrak
MCP server to control Chrome browsers locally or remotely via the Claude extens…
— ○ ⏳ — N/A N/A — — —
54035
shea256
@aiiq/mcp Claim
Enables querying AI model IQ, rankings, benchmarks, and methodology from any MC…
— ○ ⏳ — — — — — —
54036
brentdemark
Enables Claude to read, search, send, and manage Gmail messages and threads thr…
— ○ ⏳ — — — — — —
54037
uno-km
Provides WebAssembly-based, sandboxed tools for JavaScript execution, binary di…
— ○ ⏳ — N/A N/A — — —
54038
edurodelg
Optimizes your starting XI for Biwenger World Cup 2026 using fixed prices, with…
— ○ ⏳ — N/A N/A — — —
54039
undercurrentai
aegis Claim
Six-gate governance for AI agents: PROCEED/PAUSE/HALT decisions with hash-chain…
— ○ ⏳ — — — — — —
54040
gguatit
Prometheus-MCP is an AI Creative Director MCP server that enhances creative out…
— ○ ⏳ — — — — — —
54041
ma-pony
Provides browser automation capabilities for LLM applications, enabling web pag…
— ○ ⏳ — N/A N/A — — —
54042
cyberkillua
Provides live football match data from Sofascore, including formations, injurie…
— ○ ⏳ — N/A N/A — — —
54043
free4hny
Autonomous news intelligence system that fetches articles from 20+ tech sources…
— ○ ⏳ — — — — — —
54044
matt1as
Enables AI assistants to search and analyze Swedish real estate data from Booli…
— ○ ⏳ — — — — 81 —
54045
TwelveTake-Studios
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
— ○ ⏳ — N/A N/A — 95 —
54046
OpenCodeEngineer
A fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple …
— ○ ⏳ — N/A N/A — — —
54047
MrBridgeHQ
Vivino wine data for AI assistants: search, explore, wine details and meal-awar…
— ○ ⏳ — — — — — —
54048
JIEAO-re
ragx Claim
RAGX MCP Server enables retrieval-augmented generation with document ingestion,…
— ○ ⏳ — — — — — —
54049
beambuilder
Enables video processing operations (speed adjustment, keyframe optimization, c…
— ○ ⏳ — N/A N/A — — —
54050
gergototh1
Query 4,326 Hungarian laws (Ptk., Mt., Btk., etc.) from MCP-compatible clients.…
— ○ ⏳ — N/A N/A — — —
Showing 54001–54050 of 69153 servers