MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12951
mokesmokane
Test MCP Server Claim
A dual-transport MCP server that exposes your API as tools to LLM clients, supp…
C 59 66 84 66 0 22 81 91
12952
illuminaresolutions
n8n MCP Server Claim 3
An MCP server enabling secure interaction with n8n workflows, executions, and s…
C 59 66 75 66 0 44 78 90
12953
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 54 42 38 N/A 19 95 100
12954
jasper-zsh
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
C 59 54 48 36 N/A 18 90 99
12955
kamath
Provide a Python-based MCP server implementation to enable integration of LLMs …
C 59 54 36 41 N/A 23 95 97
12956
sirusb
samtools_mcp Claim
A Model Control Protocol implementation for SAMtools, providing a standardized …
C 59 55 72 28 23 76 90
12957
zcaceres
easy-mcp Claim 1
Simplifies creating MCP servers in TypeScript with an Express-like API and expe…
C 59 54 96 26 N/A 61 95 9
12958
chrisguidry
YNAB MCP Server Claim 1
An MCP server that provides Large Language Models with access to YNAB (You Need…
C 59 55 45 37 31 81 99
12959
henry-insomniac
Horizon MCP Claim 2
An MCP server that exposes the Horizon content aggregation and analysis pipelin…
C 59 54 39 61 N/A 32 89 72
12960
honeycombio
hny-mcp Claim 1
Server for interacting with Honeycomb observability data. This server enables L…
C 59 66 94 71 0 57 82 44
12961
BitwaveCorp
Price Service MCP Claim
Provides real-time and historical cryptocurrency price data from multiple excha…
C 59 66 86 55 0 29 81 95
12962
andrewkkchan
MCP Fivetran Claim
A server implementation that enables AI assistants to interact with Fivetran's …
C 59 55 60 32 23 78 96
12963
GPBK-STUY
TreasuryOS Claim
An AI-powered treasury management MCP server that enables users to perform comm…
C 59 55 58 31 27 81 93
12964
dvladimirov
A server implementation that provides a unified interface for OpenAI services, …
C 59 55 48 33 44 81 92
12965
IcyKallen
AWS CLI MCP Server Claim 1
An MCP server that enables Claude to generate and execute AWS CLI commands, all…
C 59 55 45 56 20 81 88
12966
damerakd
MCP Weather Server Claim
Provides tools to retrieve current weather conditions and daily forecasts for c…
C 59 55 54 30 27 83 98
12967
valyuAI
A Model Context Protocol server that provides LLMs with access to Valyu's knowl…
C 59 66 75 71 0 40 81 83
12968
Kim-soung-won
mcp-example Claim
C 59 54 30 45 N/A 26 94 100
12969
mtib
A dockerized Python MCP server that manages flash card projects using OpenAI em…
C 59 55 68 27 16 76 100
12970
Pursue-LLL
Enables automated export, compression, and cloud upload of Figma design assets …
C 59 55 42 46 39 81 91
12971
evimeyer
A deployable MCP server on Cloudflare Workers that enables using custom tools w…
C 59 55 54 58 28 69 82
12972
cserra16
A local testing MCP server that provides weather information for L'Hospitalet d…
C 59 54 48 30 N/A 24 94 98
12973
Richieengineer
A Cloudflare Workers-based MCP server that enables AI models to use custom tool…
C 59 55 48 58 21 81 83
12974
Brokk-Sindre
Exposes Denmark's Statistical Bureau API as programmable resources, making it e…
C 59 55 56 36 35 82 82
12975
Jnix2007
Enables agents to query Base blockchain data using natural language by providin…
C 59 66 76 58 0 46 81 97
12976
sauniket
Enables AI agents to retrieve real-time stock data, manage watchlists, and perf…
C 59 55 48 33 43 80 93
12977
vestimir
A starter kit for building Model Context Protocol servers that enables AI tools…
C 59 55 54 100 20 81 25
12978
molavec
MCP YAML API Claim 2
A Model Context Protocol server that creates tools from API configurations defi…
C 59 55 69 65 25 81 42
12979
GonTwVn
GonMCPtool Claim 2
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
C 59 55 54 82 N/A 46 89 16
12980
VlaadislavKr
Enables seamless interaction with MySQL, PostgreSQL, and SQLite databases throu…
C 59 55 54 53 26 71 86
12981
chrisvin-jabamani
Lotus MCP Claim
Enables creation of reusable browser automation skills through demonstration by…
C 59 66 80 63 0 29 81 95
12982
mircorudolph
Toy MCP Server Claim
A simple reference implementation demonstrating MCP server basics with two toy …
C 59 54 48 27 N/A 24 95 100
12983
Kyungpyo-Kim
Enables AI models like Claude to easily access and utilize subtitle data from Y…
C 59 55 80 35 34 81 54
12984
sposer
mcp-fetch Claim
A minimal MCP server that enables HTTP requests with any method, headers, and b…
C 59 55 50 33 45 81 90
12985
hannesrudolph
An MCP server that provides safe access to your iMessage database through Model…
C 59 54 49 33 N/A 30 90 94
12986
vishalmysore
An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) wi…
C 59 55 51 46 44 81 71
12987
twolven
A Model Context Protocol server that enables LLMs to analyze options chains, ca…
C 59 55 75 23 33 81 77
12988
avivshafir
trykittai-mcp-server
C 59 55 56 27 41 81 91
12989
Utkarshchaudhary009
YtMCP Claim 1
A Model Context Protocol server providing comprehensive read-only access to You…
C 59 55 45 36 40 83 95
12990
Sallvainian
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dim…
C 59 66 94 10 0 76 83 100
12991
wminson
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
C 59 55 60 31 24 81 93
12992
tanteng
MCP Demo Claim 1
A demonstration Model Context Protocol server that includes a web-based interfa…
C 59 54 80 0 N/A 30 84 98
12993
leescot
Enables search and retrieval of academic papers from PubMed database with advan…
C 59 55 60 33 16 83 94
12994
themeselection
FlyonUI MCP Server Claim
An AI-powered Tailwind builder that helps developers create, inspire, and refac…
C 59 64 68 55 0 45 95 92
12995
clappia-dev
clappia-mcp Claim 1
An MCP server that provides Clappia workspace, forms, workflows, submissions, a…
C 59 54 57 48 N/A 29 77 76
12996
Lumos-Labs-HQ
Enables intelligent navigation and extraction of documentation from websites, a…
C 59 55 56 33 26 82 97
12997
sergeiledvanov
Wise MCP Server Claim
Enables access to Wise API functionality for managing recipients and sending mo…
C 59 55 60 38 28 81 83
12998
johan2328
An MCP server that enables Microsoft Copilot Studio to fetch and deliver random…
C 59 54 45 15 N/A 49 94 100
12999
jianger666
Save your Cursor monthly quota! Unlimited AI interactions in one conversation v…
C 59 64 84 33 0 61 95 84
13000
rockmelodies
Enables remote container security monitoring and management through Docker API …
C 59 55 60 32 37 81 85
Showing 12951–13000 of 56925 servers
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