MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13301
logesh-001
Enables direct execution of PostgreSQL queries through the Model Context Protoc…
C 58 55 66 25 21 81 91
13302 C 58 54 42 46 N/A 20 95 81
13303
ken19990709
TAPD MCP Server Claim
Integrates with the Tencent Agile Product Development (TAPD) platform to manage…
C 58 55 68 40 30 81 61
13304
mix0z
Enables AI agents to perform semantic search over codebases by converting natur…
C 58 55 66 82 21 77 29
13305
soundrolling
Enables management of companies, contacts, and related CRM data through the Med…
C 58 66 72 73 0 23 81 90
13306
liangjunyu2010
A server that provides access to Baidu Cloud's content moderation capabilities …
C 58 55 56 35 39 81 76
13307
rkram90
My UV MCP Server Claim
A basic demonstration MCP server that provides a simple greeting tool, showcasi…
C 58 54 56 17 N/A 25 95 97
13308
LaraArias
MCP-Saptiva Claim 1
An MCP server for interacting with Saptiva AI's suite of models, offering capab…
C 58 66 69 70 0 30 81 93
13309
nguyenlegravityglobal
A tool that integrates Figma with Cursor through the Model Context Protocol, al…
C 58 55 60 36 19 81 88
13310
Stratoforce-AI-LLC
Enables AI assistants to query and analyze Salesforce pipeline data, including …
C 58 66 72 66 0 35 77 99
13311
leewnsdud
Garmin Connect MCP Claim 1
A Model Context Protocol server that integrates Garmin Connect data with LLMs t…
C 58 55 39 46 27 82 98
13312
ashotchumore
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 58 54 48 58 N/A 31 92 56
13313
shwetalsoni
Provides tools for interacting with Jupyter notebooks, allowing users to read, …
C 58 54 48 33 N/A 21 95 89
13314
EscasanN
Enables interaction with live Pokémon data through PokeAPI, providing comprehen…
C 58 55 72 65 23 81 35
13315
pratham-svg
A Model Context Protocol server that requires user authentication via Auth0 bef…
C 58 55 33 68 18 81 88
13316
NexorAgent
SENTRA MCP Claim
A minimal FastAPI-based MCP server that provides basic utility tools like ping …
C 58 55 56 17 37 81 100
13317
ShresthaAnkit
MCP Server Claim
Integrate your applications with real-world data and tools seamlessly. Access f…
C 58 54 36 35 N/A 24 95 98
13318
Dalejan
Enables querying volleyball match, team, and tournament data from VolleyballWor…
C 58 54 48 37 N/A 25 95 83
13319
Jsgordon420365
Google Sheets MCP Claim 1
An MCP server that enables AI agents to read, create, and modify Google Spreads…
C 58 66 63 60 0 48 81 100
13320
futhgar
A minimal, well-structured starter template for building Model Context Protocol…
C 58 54 60 0 N/A 45 89 99
13321
kukapay
dex-kline-mcp Claim 1
An MCP server that streams K-line (candlestick) data from decentralized exchang…
C 58 55 45 36 39 81 91
13322
ferrants
A starter template for building MCP servers in Python using the streamable HTTP…
C 58 55 54 32 19 83 100
13323
ChandrahaasJ
An MCP server that implements Retrieval-Augmented Generation to efficiently ret…
C 58 55 39 56 18 81 93
13324
CharlesAD
Enables AI assistants to read unread Gmail messages and create properly threade…
C 58 54 48 31 N/A 19 90 98
13325
suraj2906
An MCP server that provides real-time weather alerts, forecasts, stock market d…
C 58 55 57 25 21 81 100
13326
Sreedeep-SS
An MCP server that enables AI assistants to access up-to-date documentation for…
C 58 55 41 41 40 81 89
13327
SkippyzNJiff
A comprehensive Model Context Protocol server that provides over 50 file and sy…
C 58 54 42 30 N/A 21 95 100
13328
didlawowo
datadog Claim
provide access to monitor and cluster logs from datadog
C 58 55 54 43 28 78 81
13329
taciturnaxolotl
traverse Claim
Enables AI models to generate interactive, clickable code walkthrough diagrams …
C 58 66 78 57 0 46 80 85
13330
GobinFan
支持查询主流agent框架技术文档的MCP server(支持stdio和sse两种传输协议), 支持 langchain、llama-index、autog…
C 58 55 78 23 N/A 28 81 74
13331
enciyo
KAP MCP Tools Claim
A Model Control Protocol server that provides access to Turkey's Public Disclos…
C 58 54 48 25 N/A 22 95 99
13332
yossi-lee
Md2svg-mcp Claim
Converts Markdown text into customizable SVG images, supporting elements like h…
C 58 54 54 45 N/A 23 95 63
13333
inaridiy
Extracts clean, structured Markdown text from web pages using WebforAI, making …
C 58 55 48 32 39 81 92
13334
DeepSeekMine
A PDF processing server that extracts text via normal parsing or OCR, and retri…
C 58 54 48 28 N/A 18 95 98
13335
ish-joshi
A minimal server for controlling Canon cameras remotely via the Canon Camera Co…
C 58 54 54 36 N/A 16 89 89
13336
woyaxnini
mcp-max-messenger Claim 1
An MCP server for MAX Messenger (Russia's national messenger by VK) that enable…
C 58 54 69 0 41 82 99
13337
kukapay
An MCP server that tracks newly created pools on Pancake Swap.
C 58 55 49 31 40 80 93
13338
polydev-ai
polydev Claim
Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server
C 58 64 94 38 0 37 83 90
13339
PONMANIAN-SA
WhatsApp MCP Claim 1
A Model Context Protocol server that enables interaction with WhatsApp through …
C 58 55 73 0 37 81 100
13340
YuheiNakasaka
A server that provides tools for performing basic arithmetic operations (additi…
C 58 55 48 82 N/A 20 95 33
13341
gravityfalls404
WeatherMCP Claim 1
An MCP server providing US National Weather Service data with tools to fetch we…
C 58 54 45 28 N/A 23 95 100
13342
Michael-Obele
Provides AI assistants with real-time access to official Tauri documentation fr…
C 58 66 84 53 0 38 81 91
13343
clipsense
Enables AI-powered analysis of mobile app bug videos through screen recordings.…
C 58 66 90 56 0 26 81 90
13344
2re1million
Enables interaction with Planslurpen, a Norwegian service that uses AI to inter…
C 58 66 72 75 0 19 82 90
13345
joeyheath65
A customizable, production-ready template for building Model Context Protocol s…
C 58 55 60 33 22 81 90
13346
xmannii
An MCP server that provides access to cryptocurrency market data from the Nobit…
C 58 55 49 58 23 81 70
13347 C 58 64 78 45 0 48 88 88
13348
linpeibiao
MongoDB MCP Server Claim
Enables interaction with MongoDB databases through complete CRUD operations inc…
C 58 55 48 60 18 76 82
13349
soniankur948
Intelligently analyzes codebases to enhance LLM prompts with relevant context, …
C 58 54 48 33 N/A 21 95 89
13350
fbailleux2
KFabric Claim
KFabric is a platform for building traceable and weighted documentary corpora f…
C 58 55 66 0 52 78 99
Showing 13301–13350 of 67226 servers
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