MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12351
KO-Good-code
YApi MCP Server Claim
Enables reading and searching API documentation from YApi instances, allowing A…
C 61 55 72 37 27 81 80
12352
abuttoncc
A tool server that enables large language models to directly access and utilize…
C 61 54 60 33 N/A 42 95 75
12353
Wolfe-Jam
gemini-faf-mcp Claim
FAF MCP server for Gemini. 12 tools. Project DNA via IANA-registered .faf forma…
C 61 64 72 46 0 63 95 100
12354
unscene
Enables audio file analysis using Google's Gemini multimodal models with suppor…
C 61 55 62 40 29 81 86
12355
RunLittleTurtle
Provides 15 core tools for managing Coda documents, tables, and rows through HT…
C 61 66 78 68 0 37 80 99
12356
Sunwood-ai-labs
A simple note-taking MCP server that allows storing and summarizing notes with …
C 61 54 72 25 N/A 15 95 89
12357
jray2123
Zen MCP Claim 1
An orchestration server that enables AI agents to collaborate across multiple A…
C 61 55 90 41 33 78 47
12358
ukicar
Enables access to the Gallica digital library of the Bibliothèque nationale de …
C 61 66 92 62 0 30 82 95
12359
ajragusa
perfsonar-mcp Claim 2
An MCP server for perfSONAR that enables querying historical network measuremen…
C 61 55 71 33 30 80 87
12360
rexfelix
Enables reading and extracting content from PDF documents including text (as Ma…
C 61 54 48 41 N/A 27 95 91
12361
ag2-mcp-servers
HPSSC MCP Server Claim
This server enables communication with the Himachal Pradesh Staff Selection Com…
C 61 55 60 57 21 81 78
12362
GoatWang
Enables transcription of YouTube videos in multiple languages through an MCP se…
C 61 55 60 42 25 82 91
12363
AmritanshuPrashar
An automated trading bot that interfaces with Zerodha to execute stock trades, …
C 61 54 54 50 N/A 21 95 76
12364
MatthewSnow2
ComfyUI MCP Server Claim
Enables Claude to generate images through a local ComfyUI instance using Stable…
C 61 54 66 20 N/A 27 94 96
12365
brianellin
Bluesky MCP Server Claim
Connect to Bluesky and interact with the ATProtocol using natural language. Fet…
C 61 64 68 75 0 31 90 100
12366
ciel240
Generate detailed code review prompts tailored to your language and focus. Get …
C 61 55 78 65 N/A 26 81 38
12367
miguelyad26
Alpaca MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude to interact with …
C 61 55 51 43 36 76 100
12368
swonixs
Provides current weather and air quality data for any city using WeatherAPI, ea…
C 61 55 54 55 22 81 87
12369
pl974
Enables interaction with the Internet Archive's Wayback Machine to save web pag…
C 61 66 78 66 0 47 81 97
12370
Jordan-Jarvis
A Model-Context-Protocol server for Cursor IDE that monitors and terminates hun…
C 61 54 54 33 N/A 36 92 88
12371
rubenpenap
MCP Auth Claim
A remote MCP server implementation that demonstrates authentication and authori…
C 61 66 78 75 0 30 81 98
12372
jezweb
Provides comprehensive management of OpenAI Vector Stores, allowing AI assistan…
C 61 66 84 72 0 29 81 91
12373
tunamsyar
A demo MCP server that enables users to interact with various tools through nat…
C 61 54 68 31 N/A 16 95 85
12374
hexdecimal16
Enables performing Google searches and retrieving content from the top 5 non-so…
C 61 55 76 22 26 81 94
12375
HyperbolicLabs
Enables interaction with Hyperbolic's GPU cloud, allowing users to view availab…
C 61 64 74 71 0 50 87 85
12376
arebury
Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, …
C 61 66 78 72 0 51 81 86
12377
mamorett
GeoIP MCP Server Claim 1
An MCP server that provides IP geolocation services using MaxMind's GeoIP2 data…
C 61 55 51 82 45 81 42
12378
Wildcard-Official
deepcontext-mcp Claim 1
DeepContext is an MCP server that adds symbol-aware semantic search to Claude C…
C 61 64 94 65 0 55 88 61
12379
onlineprfoundation
Search PR agencies, browse publications, buy press release distribution & media…
C 61 55 76 0 50 81 98
12380
burakdirin
mysqldb-mcp-server Claim 1
An MCP server that enables MySQL database integration with Claude. You can exec…
C 61 55 51 28 61 81 92
12381
isakskogstad
KB MCP Server Claim
Provides access to Sweden's National Library (Kungliga biblioteket) open APIs, …
C 61 55 62 43 25 80 86
12382
osinmv
MCP server for function signature lookups.
C 61 54 51 31 N/A 33 90 98
12383
phuihock
Provides various AI capabilities through DeepInfra's OpenAI-compatible API incl…
C 61 55 72 22 26 81 100
12384
aptos-labs
Aptos NPM MCP Claim 1
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
C 61 55 56 82 31 81 45
12385
revomkg
BMKG MCP Server Claim
An unofficial MCP server that provides access to Indonesia's BMKG data, includi…
C 61 55 54 31 42 80 100
12386
TacKana
Enables users to find and get recommendations for Chinese SIM card plans throug…
C 61 55 72 71 27 81 38
12387
XeroAPI
xero-mcp-server Claim 1
An MCP server that integrates with Xeros API, allowing for standardized access …
C 61 55 45 39 57 81 89
12388
datumnova
Fabric MCP Claim
A Python-based MCP server that enables interaction with Microsoft Fabric APIs f…
C 61 55 54 41 27 80 98
12389
miadisabelle
Facilitates structured creative thinking through sequential thought processing,…
C 61 55 60 26 48 82 93
12390
sudomock
mcp Claim
Product mockup API. Upload PSD templates, render mockups with 9 tools + AI rend…
C 61 55 76 10 N/A 57 69 98
12391
jar285
Docker Explorer Claim 1
A Model Context Protocol server that provides tools for interacting with Docker…
C 61 55 45 50 39 74 100
12392
rainbowgore
Spot pre-launch products before they trend. Search the web and tech sites, extr…
C 61 66 78 70 0 48 81 89
12393
kukapay
hf-trending-mcp Claim 1
An MCP server that tracks trending AI models, datasets, and spaces on Hugging F…
C 61 55 51 33 38 82 100
12394
DHKim327
Cyphers MCP Server Claim 3
An MCP server that integrates the Neople Cyphers Open API with AI assistants fo…
C 61 55 57 71 27 82 57
12395
tuncer-byte
Memory Bank MCP Claim 1
An MCP server that helps teams create, manage, and access structured project do…
C 61 54 55 62 N/A 35 90 57
12396
koseha
API MCP Server Claim 1
A Model Context Protocol server that provides basic tools for arithmetic operat…
C 61 54 63 50 N/A 27 95 59
12397
Moderator11
An MCP server that interfaces with the WorldBank API to retrieve economic and l…
C 61 54 45 56 N/A 29 95 76
12398
chenshuai2144
MCP-Server Claim
A Model Context Protocol implementation that enables large language models to c…
C 61 55 66 55 25 81 70
12399
swoiow
Database MCP Claim
Enables interaction with MySQL and PostgreSQL databases through separate plugga…
C 61 55 54 55 16 81 91
12400
Villarley
A serverless implementation that allows deploying a remote Model Context Protoc…
C 61 55 48 68 21 81 80
Showing 12351–12400 of 30006 servers
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