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
10251
WoodsGao
Trade MCP Server Claim
Provides real-time investment news, technical analysis via TA-Lib, and Binance …
C 65 55 72 50 25 81 87
10252
BACH-AI-Tools
Enables AI agents to access real-time Binance cryptocurrency market data includ…
C 65 55 68 82 52 81 33
10253
EricGrill
Provides access to 7 free government and open data APIs including NOAA weather,…
C 65 55 80 40 32 82 84
10254
mogharsallah
texterify-mcp Claim 1
An MCP server that provides LLM agents with full access to the Texterify transl…
C 65 55 51 43 68 81 92
10255
TermiX-official
Binance MCP Server Claim
A backend service that enables interaction with the Binance exchange API, allow…
C 65 55 54 71 27 81 85
10256
mhalle
Datasette MCP Claim 1
A Model Context Protocol server that provides read-only access to Datasette ins…
C 65 55 65 51 24 82 94
10257
atikant-sql
Enables Claude to access and analyze your Strava activities through OAuth authe…
C 65 54 66 38 N/A 25 95 94
10258
francisco-perez-sorrosal
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
C 65 55 72 32 47 80 90
10259
lordbasilaiassistant-sudo
base-price-oracle-mcp Claim 2
MCP server for real-time token prices on Base from on-chain DEX pools.
C 65 55 51 100 N/A 34 95 33
10260
pab1it0
tripadvisor-mcp Claim 1
A MCP server that enables LLMs to interact with Tripadvisor API, supporting loc…
C 65 54 55 37 N/A 52 91 92
10261
jiayao
mcp-chess Claim 1
A MCP server playing chess against LLMs.
C 65 54 53 38 N/A 42 92 99
10262
jimfilippou
things-mcp Claim 1
A Model Context Protocol (MCP) server that provides seamless integration with t…
C 65 54 78 35 N/A 29 95 80
10263
7etsuo
Enables AI assistants to analyze images from URLs or local files using xAI's Gr…
C 65 55 76 42 19 81 95
10264
edkranz
Up Bank MCP Server Claim
An MCP wrapper for Up Bank's API that allows Claude and other MCP-enabled clien…
C 65 55 60 43 41 81 98
10265
heok-yongssun
FreeCAD MCP Claim
Enables control of FreeCAD CAD software from Claude Desktop through natural lan…
C 65 55 74 28 47 81 96
10266
tjackiet
Integrates bitbank's cryptocurrency market data with Claude to provide advanced…
C 65 55 72 55 35 81 74
10267
talosdeus
wiki-js-mcp Claim
wiki-js-mcp
C 65 55 72 43 37 78 89
10268
terisuke
A simple service using Model Context Protocol (MCP) to provide weather informat…
C 65 55 54 100 43 81 39
10269
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 55 60 61 26 81 90
10270
Three-Little-Birds
Enables control system analysis and testing through PID controller evaluation a…
C 65 55 48 70 45 81 79
10271
neatobandit0
Qt Pilot Claim 1
An MCP server for headless Qt/PySide6 GUI testing that enables AI assistants to…
C 65 54 53 33 N/A 57 90 97
10272
nghiahsgs
An MCP server that enables AI agents to control a real Google Chrome instance u…
C 65 54 39 62 N/A 37 87 99
10273
jasonwilbur
cloud-cost-mcp Claim 1
Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ inst…
C 65 66 96 55 0 67 83 90
10274
AnGrY-Althaf
Provides access to over 40 industry-standard penetration testing tools, includi…
C 65 54 78 33 N/A 28 90 85
10275
Simon006
Enables AI models to interact with Confluence knowledge bases by searching, rea…
C 65 55 72 41 25 81 99
10276
sociallayer-im
A stateless HTTP server implementing the Model Context Protocol (MCP) that enab…
C 65 55 68 55 27 81 85
10277
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
10278
JPFrancoia
Jopmcp Claim 1
A MCP server for Joplin note-taking application that enables interaction with J…
C 65 54 39 63 N/A 23 95 100
10279
kbhuw
Enables serving and querying documentation with AI-powered capabilities includi…
C 65 55 68 43 42 81 90
10280
Gyeom
OpenFGA MCP Server Claim 2
Enables users to manage OpenFGA authorization models, stores, and relationship …
C 65 55 88 50 45 78 55
10281
jezweb
Enables AI assistants to search, validate, and retrieve Australian postcode and…
C 65 55 78 35 22 84 98
10282
alexandru2882
Enables fetching visible text content and extracting all links from web pages t…
C 65 55 66 82 N/A 18 95 45
10283
emeryray2002
Provides comprehensive security analysis tools for querying the VirusTotal API,…
C 65 55 60 47 37 82 96
10284
evenli01
File Operations Claim
Manage files with fast reading, searching, listing, and line counting. Retrieve…
C 65 55 54 58 N/A 26 81 100
10285
nikhil-grayscale
Enables searching the National Library Board Singapore catalogue by title, auth…
C 65 55 68 42 40 81 92
10286
tarun7r
An MCP server for fetching cricket data from Cricbuzz, including player statist…
C 65 55 57 53 38 81 96
10287
KunihiroS
Captures screenshots and saves them to file paths specified by client applicati…
C 65 54 68 35 N/A 24 95 94
10288
fabiovige
An MCP server for MySQL that enables users to execute SQL queries, inspect tabl…
C 65 55 57 60 31 80 91
10289
Samicostox
Generate and manage diagrams (class, ER, sequence, architecture) directly from …
C 65 66 86 71 0 51 81 100
10290
pwh-pwh
cal-mcp Claim 1
An MCP server for Mathematical expression calculation
C 65 54 51 47 N/A 41 90 95
10291
trevorwelch
Provides access to Fathom meeting recordings, enabling users to list meetings w…
C 65 55 68 42 30 82 96
10292
SANKARAMDAS
A template for deploying authentication-free MCP servers on Cloudflare Workers,…
C 65 55 62 52 24 81 100
10293
kylastech
Kylas CRM Claim 1
MCP server for Kylas CRM: create, search, and manage leads. Requires KYLAS_API_…
C 65 54 53 43 N/A 64 83 90
10294
chandanduttaind-sys
A foundational Model Context Protocol server demonstrating core functionality t…
C 65 54 66 28 N/A 47 91 95
10295
mordang7
ContextKeep Claim
Infinite Long-Term Memory for AI Agents (MCP Server)
C 65 55 72 31 N/A 40 80 99
10296
adetxt
SQL MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
C 65 55 63 82 N/A 22 95 46
10297
mikeysrecipes
MCP OpenVision Claim 1
A Model Context Protocol server that enables AI assistants to analyze images us…
C 65 55 57 47 52 81 91
10298
ryanhall00
A deployable MCP (Model Context Protocol) server on Cloudflare Workers that doe…
C 65 54 48 67 N/A 26 95 82
10299
Wolfe-Jam
grok-faf-mcp Claim
First MCP server for Grok. URL-based AI context using IANA .faf format.
C 65 64 84 63 0 82 95 75
10300
mikeysrecipes
An MCP server that enables highly personalized music recommendations from TIDAL…
C 65 55 57 46 43 81 98
Showing 10251–10300 of 30006 servers
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