MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7801
LGDiMaggio
MCP server for Motor Current Signature Analysis — fault detection in electric m…
B 70 54 75 25 N/A 71 95 90
7802
hxw-haha
MCP Server Demo Claim
A minimal Model Context Protocol server demo that exposes tools through HTTP AP…
B 70 54 60 65 N/A 24 95 98
7803
flagify-com
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
B 70 55 90 40 50 81 85
7804
wopal-cn
A Model Context Protocol server that provides real-time hot trending topics fro…
B 70 55 75 87 43 82 51
7805
guocong-bincai
Apifox MCP Pro Claim 1
Provides basic diagnostic and information tools for Apifox API management platf…
B 70 55 84 60 26 80 86
7806
cppmyjob
Provides structured task planning and tracking capabilities with 40 tools for m…
B 70 55 54 82 N/A 32 95 78
7807
glebis
Sketch MCP Server Claim
Provides a collaborative SVG canvas that allows Claude to create, read, and man…
B 70 54 60 63 N/A 39 87 100
7808
ampcome-mcps
Trello MCP Server Claim
Enables Claude to interact with Trello boards, lists, cards, comments, and atta…
B 70 55 72 63 23 80 100
7809
vrtornisiello
mcp-camara Claim 1
An MCP server that provides access to the Brazilian Chamber of Deputies open da…
B 70 55 63 57 47 83 98
7810
JexinSam
MSSQL MCP Server Claim 1
A Model Context Protocol server that enables secure and structured interaction …
B 70 55 75 48 64 69 96
7811
varunreddy
SkillMesh Claim
SkillMesh is a retrieval router for MCP/LLM tool catalogs. It selects top-K rel…
B 70 54 72 42 59 92 85
7812
lewisvoncken
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
B 70 55 65 55 57 80 95
7813
CarterPape
Time MCP Server Claim 2
Provides current time information and timezone conversion capabilities using IA…
B 70 55 78 100 N/A 19 94 37
7814 B 70 54 52 72 N/A 28 92 98
7815
Meerkats-Ai
A Model Context Protocol server that connects to RocketReach API, enabling AI a…
B 70 55 77 70 20 80 89
7816
salacoste
Solve AI context window limits for API docs | Convert any Swagger/OpenAPI to se…
B 70 54 88 32 N/A 42 90 92
7817
anhkhoa289
MCP Playground Claim 1
A demonstration MCP server supporting both Stdio and SSE transports, providing …
B 70 55 72 83 47 81 55
7818
tomohiro-owada
devrag Claim
Lightweight local RAG MCP server. 40x token reduction.
B 70 54 82 28 N/A 64 90 85
7819
aliiqbal208
Medium MCP Server Claim
Enables AI assistants to interact with Medium's platform for publishing, updati…
B 70 55 68 68 24 81 98
7820
fongfai
A starter template for building Model Context Protocol (MCP) servers using Node…
B 70 54 60 58 N/A 35 92 100
7821
makaveli006
A production-ready MCP server that enables users to interact with PostgreSQL da…
B 70 55 60 71 47 81 87
7822
aaronjmars
web3-research-mcp Claim
Deep Research for crypto - free & fully local
B 70 55 72 58 55 80 83
7823
tsutushi0628
wasurenagusa-mcp Claim 1
An MCP server that provides persistent memory for AI assistants by automaticall…
B 70 54 71 53 N/A 50 95 79
7824
falahgs
Generates children's storybook illustrations in multiple art styles (3D cartoon…
B 70 55 72 71 20 81 96
7825
twolven
StockFlow MCP Server Claim 2
A Model Context Protocol server providing real-time stock data and options anal…
B 70 55 75 61 36 80 90
7826
arslankhanali
Enables interaction with Apple Notes on macOS through AppleScript, allowing use…
B 70 55 54 74 N/A 26 95 94
7827
Tairon-ai
Enables AI assistants to interact with the Plasma Network blockchain testnet, s…
B 70 55 66 61 44 80 98
7828
consigcody94
Pythia MCP Claim 3
An MCP server that interfaces with the Lilith library to analyze Higgs boson ph…
B 70 55 81 82 57 78 43
7829
franciscorojas27
A modular server that enables management of MongoDB databases, collections, doc…
B 70 55 82 47 44 76 95
7830
kirbah
YouTube Data Claim
YouTube MCP server for token-optimized, structured data using the YouTube Data …
B 70 66 96 75 0 88 67 99
7831
AngDrew
Todoist MCP Server Claim 1
Enables interaction with Todoist through the MCP interface, providing full CRUD…
B 70 55 72 67 21 80 99
7832
PinMeTo
PinMeTo MCP server that enables users with authorized credentials to unlock the…
B 70 64 92 73 0 83 90 91
7833
kevindarstNBB
Search horse boarding facilities and trainers across 44 US states.
B 70 44 60 N/A N/A 37 81 98
7834
Epochal-dev
open-notebook Claim
MCP server that wraps the Open Notebook API
B 70 54 78 40 N/A 55 83 92
7835
SajinMohamedPe
This MCP server integrates with Azure AI Foundry's Claude deployment to provide…
B 70 55 72 61 25 81 100
7836
tofunori
A Model Context Protocol server that enables Claude to load CSV files and execu…
B 70 54 75 48 N/A 37 95 89
7837
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7838
Cactusinhand
mcp_server_notify Claim 1
A MCP server that send desktop notifications with sound effect when agent tasks…
B 70 54 59 61 N/A 48 89 94
7839
Go-555
Note Post MCP Claim
Enables automated publishing and draft saving to note.com platform using Playwr…
B 70 55 78 100 N/A 33 95 25
7840
MatthewDailey
Rime MCP Claim 1
A Model Context Protocol server that enables AI models to generate and play hig…
B 70 55 63 68 46 81 91
7841
spencer-life
Exposes LangChain and Anthropic Claude capabilities as tools for generating pro…
B 70 55 90 42 42 83 86
7842
imax09-wq
MCP Python SDK Claim
A Python implementation of the Model Context Protocol that allows applications …
B 70 55 78 42 60 81 89
7843
Emenowicz
Hybris MCP Server Claim
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances fo…
B 70 55 78 60 30 81 92
7844
kotevcode
whatsapp-mcp Claim 2
An MCP server that connects Claude to WhatsApp for reading group messages, sear…
B 70 54 55 60 N/A 45 90 99
7845
lkb2k
Enables management of Gradle-based Tomcat applications with capabilities for st…
B 70 55 86 75 46 81 50
7846
anishphilip012git
WireMCP Secure Claim
Production-ready MCP server for real-time network traffic analysis and packet c…
B 70 54 54 73 N/A 29 95 93
7847
osamaloup
Provides file system operations (read, write, list, delete) and Git repository …
B 70 55 78 53 26 81 100
7848
tim-mcdonnell
Tana MCP Server Claim 1
An MCP server that connects to Tana's Input API, allowing Large Language Models…
B 70 55 57 72 56 77 89
7849
jurasofish
MCPunk Claim 1
Chat with your codebase through intelligent code searching without embeddings b…
B 70 55 62 82 N/A 67 92 46
7850
mcmurtrya
Ukraine War MCP Claim
Provides text analysis tools including TF-IDF document search and text profilin…
B 70 55 84 42 48 81 92
Showing 7801–7850 of 30006 servers
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