MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10301
nikhil-grayscale
Enables searching the National Library Board Singapore catalogue by title, auth…
C 65 55 68 42 40 81 92
10302
hollanddd
Enables AI agents to access comprehensive Pokémon data through PokeAPI, includi…
C 65 55 54 62 23 81 100
10303
le-yo
MCP Weather Server Claim
A simple server that implements the Model Context Protocol, allowing AI models …
C 65 55 48 66 26 81 100
10304
joepangallo
cloud-agent Claim
AI software engineer — writes code, opens PRs, reviews code, generates tests, a…
C 65 66 94 78 0 57 72 89
10305
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 55 60 61 26 81 90
10306
7etsuo
Enables AI assistants to analyze images from URLs or local files using xAI's Gr…
C 65 55 76 42 19 81 95
10307
EricGrill
Provides access to 7 free government and open data APIs including NOAA weather,…
C 65 55 80 40 32 82 84
10308
qiao-925
Enables AI agents to recognize and extract text from images using PaddleOCR, su…
C 65 55 72 70 N/A 32 95 44
10309
trustwiseai
Provides advanced evaluation tools for assessing AI safety, alignment, and perf…
C 65 55 62 32 57 83 92
10310
DefiBax
Enables recording audio from a microphone and transcribing it using OpenAI's Wh…
C 65 54 54 40 N/A 40 92 100
10311
crowdcent
Enables AI assistants to interact with CrowdCent's prediction challenges, allow…
C 65 55 62 41 40 80 99
10312
adhikasp
mcp-git-ingest Claim 1
Read and analyze GitHub repositories with your LLM
C 65 54 60 30 N/A 42 92 100
10313
rahulthedevil
Jira-Context-MCP Claim
MCP server to provide Jira Tickets information to AI coding agents like Cursor
C 65 55 72 35 45 81 91
10314
lars-hagen
MCP Playwright CDP Claim 2
Enables LLMs to perform browser automation through the Playwright framework wit…
C 65 55 78 82 35 71 46
10315
codingthefuturewithai
Screenshot MCP Server Claim 2
Enables AI tools to capture and process screenshots of a user's screen, allowin…
C 65 54 78 30 N/A 16 92 100
10316
ZephyrDeng
This is a Model Context Protocol (MCP) server implemented in Go, providing a to…
C 65 55 76 58 73 81 34
10317
Acendas
Enables management of Bitbucket Cloud pull requests through natural language, i…
C 65 55 60 46 52 80 88
10318
gulbaki
A Model Context Protocol server that enables LLMs to explore and interact with …
C 65 55 57 58 23 80 100
10319
laxmimerit
Provides access to real-time stock prices, financial statements, news, and opti…
C 65 55 68 26 59 80 97
10320
bscott
A Message Control Protocol server that enables Claude Desktop to interact with …
C 65 55 68 82 N/A 42 95 27
10321
emicklei
melrose-mcp Claim
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
C 65 54 66 56 N/A 53 92 51
10322
shazaaly
A basic MCP server template built with FastMCP that provides simple tools for g…
C 65 55 68 82 N/A 23 95 42
10323
frontalinilucas
saij-mcp Claim 1
Connects AI clients to Argentina's official legal database (SAIJ) to search and…
C 65 55 66 35 48 83 93
10324
abilashraghuram
Enables users to retrieve jokes from various categories including Chuck Norris …
C 65 55 48 57 41 81 100
10325
iamnotyk
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 65 54 66 60 N/A 30 95 65
10326
ricleedo
A starter template for building custom MCP servers that can integrate with Clau…
C 65 55 60 100 28 81 43
10327
RafaelCartenet
Model Context Protocol (MCP) server for Databricks that empowers AI agents to a…
C 65 55 76 23 N/A 52 81 92
10328
vishnujayvel
Enables AI assistants to manage Splitwise expenses with atomic duplicate preven…
C 65 66 100 71 0 46 81 86
10329
LiamConnell
arXiv MCP Server Claim
Enables searching, downloading, and managing academic papers from arXiv.org thr…
C 65 55 62 57 21 81 93
10330
mcp-s-ai
image-recognition-mcp Claim 1
MCP server for AI-powered image recognition and description using OpenAI vision…
C 65 54 51 50 N/A 41 83 100
10331
SocialAPIsHub
social-media-api Claim
Unified social media API for AI agents. Access Facebook, Instagram, TikTok, and…
C 65 64 90 67 0 51 83 100
10332
LordMendes
lgpd-mcp Claim 2
MCP Server para conformidade LGPD. Ferramentas de bases legais, consentimento, …
C 65 55 60 82 N/A 39 95 37
10333
rigzindorje
An auto-generated Model Context Protocol Server that enables interaction with G…
C 65 54 60 50 N/A 21 95 93
10334
JonoCX
Strava MCP Claim
A Claude MCP server that lets users query and analyze their Strava activity dat…
C 65 54 60 38 N/A 39 95 90
10335
guanshilong
Extracts title, author, and content (in Markdown format) from WeChat official a…
C 65 55 72 53 19 81 90
10336
talosdeus
wiki-js-mcp Claim
wiki-js-mcp
C 65 55 72 43 37 78 89
10337
chrishart0
searchconsole-mcp Claim
Provides read-only access to Google Search Console data, allowing AI assistants…
C 65 55 64 32 48 83 97
10338
chromindscan
chromia-mcp Claim 1
Enables AI to interact with Chromia Wallet for sending $CHR transactions.
C 65 55 58 100 N/A 17 95 35
10339
sam-david
postgres-safe-mcp Claim
A PostgreSQL MCP server that automatically detects and obfuscates personally id…
C 65 55 82 30 30 81 92
10340
jgamblin
A server that retrieves CVE details from the NVD API and fetches EPSS scores to…
C 65 55 66 35 39 82 100
10341
readwiseio
Readwise MCP Claim
A local Model Context Protocol server that connects LLM clients (like Claude) t…
C 65 55 54 82 N/A 68 95 25
10342
Cytrogen
A Model Context Protocol (MCP) server that enables AI applications to access an…
C 65 55 56 100 N/A 23 95 32
10343
alohays
openai-tool2mcp Claim 1
A lightweight bridge that wraps OpenAI's built-in tools (like web search and co…
C 65 55 74 70 56 80 38
10344
benzinamohamed
A structured tool that enables multiple AI agents to simulate reflective debate…
C 65 55 72 56 19 81 85
10345
suriyaprakash-25
Enables automated posting of videos to YouTube Shorts and Instagram Reels with …
C 65 55 60 68 16 81 90
10346
IBM
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
C 65 55 66 38 49 80 92
10347
GalvinGao
A Model Context Protocol server that enables users to manage translations for t…
C 65 55 63 48 43 80 91
10348
Simon006
Enables AI models to interact with Confluence knowledge bases by searching, rea…
C 65 55 72 41 25 81 99
10349
tjackiet
Integrates bitbank's cryptocurrency market data with Claude to provide advanced…
C 65 55 72 55 35 81 74
10350
hydavinci
Formula 1 Schedule Claim
Provide up-to-date and historical Formula 1 race schedules for any specified ye…
C 65 54 60 32 N/A 44 92 100
Showing 10301–10350 of 30006 servers
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