MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10501
mohalmah
Provides integration with the Google Apps Script API, allowing management of sc…
C 65 55 78 82 25 81 40
10502
simon-77
DigiKey MCP Server Claim
Provides access to the DigiKey Product Search API v4, allowing users to search …
C 65 55 76 31 47 81 87
10503 C 65 54 72 71 N/A 25 91 49
10504
limehawk
Dokploy MCP Server Claim
Enables AI models to interact programmatically with Dokploy servers to manage p…
C 65 55 48 58 39 82 99
10505
itsPatH
A simple educational MCP server implemented in Node.js that allows users to fet…
C 65 55 60 50 38 81 93
10506
Wunrry
Enables secure interaction with multiple SQL database engines (MySQL, PostgreSQ…
C 65 55 60 41 42 81 99
10507
guanshilong
Extracts title, author, and content (in Markdown format) from WeChat official a…
C 65 55 72 53 19 81 90
10508
RahulRana0707
MCP Server Claim
A TypeScript implementation of Model Context Protocol that provides integration…
C 65 54 62 58 N/A 24 95 78
10509
trustwiseai
Provides advanced evaluation tools for assessing AI safety, alignment, and perf…
C 65 55 62 32 57 83 92
10510
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
10511
Leon4s4
A mem0-like memory system for GitHub Copilot that provides persistent knowledge…
C 65 54 60 41 N/A 37 95 91
10512
yodakeisuke
This MCP server provides persistent memory integration for chat applications by…
C 65 55 78 82 17 81 48
10513
commercetools
An MCP server that enables AI agents to interact with the commercetools Composa…
C 65 55 75 40 66 82 62
10514
xiaochenwin
An MCP service that automatically generates and manages rule files for Trae AI …
C 65 54 66 30 N/A 45 95 88
10515
Samicostox
Generate and manage diagrams (class, ER, sequence, architecture) directly from …
C 65 66 86 71 0 51 81 100
10516
Ijongwon
MCP Practice Claim
A Model Context Protocol (MCP) server that demonstrates how to build and implem…
C 65 55 54 100 N/A 23 95 37
10517
kpetrovsky
Enables Claude to search and analyze Obsidian vault content using ripgrep with …
C 65 54 60 38 N/A 45 95 86
10518
Muhammadaffan05
MCP Crash Course Claim
A Python-based MCP (Model Context Protocol) server that enables weather alerts …
C 65 54 78 30 N/A 18 90 100
10519
kokoa-tools
Enables users to search and retrieve merit records and achievement documents of…
C 65 54 72 61 N/A 26 92 60
10520
BACH-AI-Tools
Enables AI agents to access real-time Binance cryptocurrency market data includ…
C 65 55 68 82 52 81 33
10521
CyprianFusi
Provides retrieval-augmented generation (RAG) capabilities by ingesting various…
C 65 55 72 31 43 81 96
10522
FallenAngels520
Provides access to GeoGebra's mathematical computation, geometry construction, …
C 65 55 78 37 21 81 100
10523
yarnovo
Enables intelligent exploration of Unreal Engine documentation through a Neo4j-…
C 65 55 54 62 46 83 77
10524
urjitbhatia
it2mcp Claim 1
An MCP server that enables AI assistants to control iTerm2 sessions, windows, t…
C 65 54 53 41 N/A 48 92 92
10525
theYahia
superjob-mcp Claim 2
MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.
C 65 44 45 N/A N/A 58 83 77
10526
Python51888
PySqlitMCP Claim
Enables comprehensive SQLite database management through natural language inclu…
C 65 54 62 22 N/A 60 95 89
10527
ravikant1918
Upstox MCP Server Claim 1
A MCP server exposing Upstox market, technical, and account data as MCP tools f…
C 65 55 57 43 N/A 61 80 88
10528
ysydhc
TeamMemory Claim
Team experience database - let AI accumulate, retrieve and apply team knowledge…
C 65 54 66 41 N/A 52 81 84
10529
langcare
langcare-mcp-fhir Claim
An MCP FHIR server written in Go for EMR systems like Epic and Cerner
C 65 64 96 41 0 74 92 94
10530
cliffordru
MCP Meeting Agent Claim
Enhances meetings by providing technology trivia questions, interesting fun fac…
C 65 55 74 38 42 81 85
10531
PhialsBasement
MCP Server for the GitHub API, providing features for file operations, reposito…
C 65 55 69 56 20 81 86
10532
markvp
A Node.js package that provides Model Context Protocol server infrastructure fo…
C 65 55 84 70 55 81 21
10533
talosdeus
wiki-js-mcp Claim
wiki-js-mcp
C 65 55 72 43 37 78 89
10534
CarlosIbCu
Expose Polymarket's public Central Limit Order Book REST API as callable tools …
C 65 54 72 31 N/A 19 95 100
10535
hanku4u
eBay MCP Server Claim
Enables AI assistants to search eBay listings, track item prices over time, and…
C 65 55 72 31 45 82 94
10536
Coykto
Debug MCP Claim 1
A debugging gateway for distributed systems that provides 17 tools for interact…
C 65 55 72 33 49 78 93
10537
onepunchtechnology
@tinify-ai/mcp-server Claim 1
MCP server for tinify.ai image optimization. AI-powered upscaling, resizing/cro…
C 65 64 69 71 0 65 95 98
10538
AllenNeuralDynamics
Provides access to Allen Institute for Neural Dynamics (AIND) metadata and data…
C 65 55 80 26 59 76 86
10539
MusaddiqueHussainLabs
mhlabs_mcp_tools Claim 1
An MCP server that provides text preprocessing, NLP components, and document an…
C 65 54 45 48 N/A 58 90 89
10540
alperenkocyigit
Enables searching for upcoming academic conferences and events from WikiCFP by …
C 65 55 70 31 53 82 91
10541
LelonDelonMelon
DiagramMCP Claim
Enables the dynamic generation of various software development diagrams, such a…
C 65 55 72 56 16 81 90
10542
DefiBax
Enables recording audio from a microphone and transcribing it using OpenAI's Wh…
C 65 54 54 40 N/A 40 92 100
10543
RossH121
Discord MCP Server Claim 2
An MCP server that allows Claude to interact with Discord by providing tools fo…
C 65 55 63 58 16 80 99
10544
wxzhishang
Provides AI assistants with comprehensive Ant Design component documentation, e…
C 65 54 62 57 N/A 25 88 84
10545
glucn
MCP DNS Claim
A Model Context Protocol tool that provides DNS querying capabilities for vario…
C 65 55 54 100 41 81 41
10546
Gyeom
OpenFGA MCP Server Claim 2
Enables users to manage OpenFGA authorization models, stores, and relationship …
C 65 55 88 50 45 78 55
10547
bugffet
mcpbin Claim
A testing server for MCP client implementations that provides tools for echoing…
C 65 55 72 37 27 81 100
10548
browsercat
A Model Context Protocol server that provides browser automation capabilities u…
C 65 55 57 66 21 74 99
10549
kimjungyeol
A server implementation for the Model Context Protocol (MCP) that allows Claude…
C 65 54 72 58 N/A 23 95 63
10550
wwwzhouhui
Mermaid MCP Server Claim 1
A Model Context Protocol server that converts Mermaid diagram code into various…
C 65 55 39 82 44 81 80
Showing 10501–10550 of 49876 servers
« Prev 1 209 210 211 212 213 998 Next »