MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26533
Scored
1640
Verified
16957
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7851
Hive-Academy
Hey @roocode community! I'm thrilled to share a project born from my work with…
B 70 55 66 70 65 82 63
7852
dhhuston
APRS.fi MCP Server Claim 1
A Model Context Protocol server that provides access to APRS.fi API for ham rad…
B 70 55 75 100 N/A 20 95 40
7853
oharkins
Provides comprehensive access to real-time weather data, forecasts, historical …
B 70 55 60 71 29 82 100
7854
AkM-2018
AWS CDK MCP Server Claim
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
B 70 55 54 82 44 80 86
7855
mjmorales
Simple MCP Runner makes it effortless to safely expose system commands to langu…
B 70 54 72 33 N/A 59 95 90
7856
Sathiya-Moorthi
Calculator MCP Server Claim 1
A Python-based MCP server that provides a suite of basic arithmetic tools, incl…
B 70 55 66 65 27 84 100
7857
jfposton
Enables searching the Wake County Public Library catalog and all NC Cardinal li…
B 70 55 60 82 29 81 91
7858
longmans
Coin MCP Server Claim 2
A Model Context Protocol server that provides access to CoinMarketCap's cryptoc…
B 70 55 79 65 21 81 89
7859
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 54 78 56 N/A 19 95 90
7860
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
7861
JanProvaznik
Enables searching for train connections, stations, and ticket pricing on the Cz…
B 70 55 74 100 31 83 44
7862
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
7863
mimsut
MCP Kkebi Claim 1
A framework for building interactive UI applications and React-based widgets fo…
B 70 55 72 55 54 78 88
7864
pavel-bc
A Model Context Protocol server providing tools for querying Bitcoin blockchain…
B 70 55 79 47 32 82 100
7865
sumitchatterjee13
Enables web search, content extraction, question answering, and RAG context gen…
B 70 55 86 55 24 81 93
7866
starzzzzzzzzzzzzzz
MCP Tools Claim
An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Se…
B 70 55 84 63 20 81 88
7867
nobelk
random-number-server Claim 1
An MCP server that generates random numbers by using national weather data as e…
B 70 55 69 47 54 81 100
7868
ndyadav8797-art
Enables GPT Desktop to interact with local file systems and execute shell comma…
B 70 54 78 45 N/A 22 95 98
7869
JeffersonRiobueno
Enables interaction with WooCommerce stores through the REST API. Supports prod…
B 70 55 78 63 25 81 93
7870
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
7871
ranit532
MCP Server POC Claim 1
A proof-of-concept MCP server demonstrating various capabilities including math…
B 70 55 78 57 43 71 94
7872
l3wi
Lighthouse MCP Claim 2
A Model Context Protocol server that enables Claude to interact with and analyz…
B 70 54 63 66 N/A 20 92 98
7873
dillip285
MCP Terminal Server Claim 2
A secure server for executing terminal commands within predefined paths, allowi…
B 70 55 78 55 56 69 91
7874
jimbul
MCP server that provides Claude AI assistants with the ability to search the we…
B 70 55 54 65 56 80 95
7875
joehaddad2000
Adds persistent task management to AI coding assistants in IDEs, allowing them …
B 70 54 76 37 N/A 47 94 92
7876
chrishayuk
Chuk Design System Claim
Provides access to a universal design token system with 7 pre-built themes (col…
B 70 55 78 55 29 81 95
7877
subnetmarco
pgmcp Claim
Natural language PostgreSQL queries with automatic streaming, read-only safety,…
B 70 54 76 46 N/A 61 89 77
7878
coinselor
MCP Server Starter Claim 1
A production-ready template for building Model Context Protocol servers in Type…
B 70 54 72 62 N/A 38 95 74
7879
ChuranNeko
An MCP server that provides real-time weather information, 4-day forecasts, and…
B 70 55 69 58 37 80 99
7880
srnetadmin
Nanoleaf MCP Server Claim 2
A Model Context Protocol server that enables controlling Nanoleaf smart lights …
B 70 55 69 55 41 82 100
7881
vespo92
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
B 70 55 65 41 82 81 92
7882
ruchernchong
An MCP server implementation for accessing Google Analytics 4 (GA4) data, built…
B 70 55 79 35 73 81 83
7883
dflatline
HopperPyMCP Claim
A FastMCP server plugin for the Hopper disassembler that enables AI assistants …
B 70 54 80 36 N/A 34 95 98
7884
ibbykhazanchi
Enables interaction with Athena Health's API for comprehensive healthcare pract…
B 70 55 78 61 16 81 99
7885
LGDiMaggio
MCP server for Motor Current Signature Analysis — fault detection in electric m…
B 70 54 75 25 N/A 71 95 90
7886
zkyko
A FastAPI-based server that provides a web UI for uploading, processing, and an…
B 70 54 78 56 N/A 18 95 91
7887
singhashish4000
Provides comprehensive Git repository insights including author statistics, bra…
B 70 54 66 61 N/A 21 92 98
7888
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7889
Long0308
Provides access to Vietnamese stock market data and APIs from VNDirect, FireAnt…
B 70 54 72 58 N/A 22 95 94
7890
aviveldan
Datagov Israel MCP Claim
MCP for Data.gov.il Israeli Government Data
B 70 55 74 35 65 81 96
7891
i-am-bee
acp-mcp Claim 1
An MCP server acting as an adapter into the [ACP](https://agentcommunicationpro…
B 70 54 45 70 N/A 70 92 81
7892
PraneshASP
Foundry MCP Server Claim
A lightweight, fast MCP server that provides onchain capabilities for the LLMs …
B 70 55 66 58 54 81 91
7893
gemyago
Enables interaction with Bitbucket through the Model Context Protocol, allowing…
B 70 55 80 71 67 81 43
7894
ResakaGit
mcp-vitacore Claim
A session memory consolidation and architectural oversight system that uses Gem…
B 70 55 66 65 42 82 92
7895
iceener
Enables location-aware AI agents to search for nearby places, get detailed plac…
B 70 55 90 45 34 80 90
7896
warrenzhu25
Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through…
B 70 55 78 37 55 81 97
7897
Chase-Bullock
A server implementation that allows AI models to interact with Jira through the…
B 70 55 78 73 15 81 89
7898
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
7899
skyDuanXianBing
Enable AI assistants and applications to seamlessly interact with ArcGIS Online…
B 70 55 60 100 N/A 47 89 42
7900
Kenan7
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
B 70 55 72 68 29 78 95
Showing 7851–7900 of 33449 servers
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