MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10951
mrseanchow
Cowsay MCP Server Claim
Enables language models to generate fun ASCII art featuring cows and other char…
C 64 66 90 62 0 59 74 100
10952
james116blue
Incident forensic with log files analyzing
C 64 54 62 38 N/A 31 95 91
10953
SLdragon
Enables creating and managing user profiles with interactive elicitation capabi…
C 64 55 68 58 27 80 77
10954
ConectcarData
Enables LLMs and AI agents to securely query and interact with Amazon Redshift …
C 64 55 72 43 19 81 95
10955
EricGrill
MCP Bitcoin CLI Claim 2
Enables interaction with Bitcoin's blockchain through Claude to embed and read …
C 64 55 68 46 29 80 90
10956
SaintDoresh
An MCP tool that provides real-time weather data, forecasts, and historical wea…
C 64 55 66 36 34 82 99
10957
StevenWangler
MCP Memory Server Claim 1
A Model Context Protocol server that provides knowledge graph-based persistent …
C 64 55 63 82 46 81 40
10958
code-wgl
Production-ready MCP server that integrates OpenAI API with extensible tool sup…
C 64 55 66 82 26 81 51
10959
atishayjn
Provides comprehensive financial data from Yahoo Finance, enabling retrieval of…
C 64 55 60 40 42 82 94
10960
jon-fox
Agentic-Investor Claim
Provides comprehensive financial analysis and real-time market data including s…
C 64 55 68 63 48 81 55
10961
tedfytw1209
Manages EVE Online fleets via SSO authorization, inspecting composition, organi…
C 64 54 57 43 N/A 54 80 89
10962
pro-gramming
A Python-based MCP server that provides real-time weather information using the…
C 64 55 72 28 39 81 100
10963
1ch1n
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
C 64 55 64 26 57 82 93
10964
ysm1026
Cinema Scheduler Claim 1
An MCP server that scrapes movie theater schedules from eiga.com to provide mov…
C 64 54 69 43 N/A 35 95 68
10965
elieworkspace
Enables interaction with Rocket.Chat instances through MCP protocol. Allows use…
C 64 54 54 43 N/A 22 95 99
10966
Traia-IO
Enables AI agents and LLMs to interact with the ICON MCP v104 API through stand…
C 64 55 68 43 24 80 100
10967
RapidoCloud
MCP Force Claim
Enables AI agents to interact with Salesforce organizations through natural lan…
C 64 55 96 53 49 81 27
10968
gwbischof
outsource-mcp Claim
Give your AI assistant its own AI assistants. For example: "Could you ask opena…
C 64 55 68 30 43 80 100
10969
Epiphany-0312
Genanki MCP Server Claim
Enables automated generation of Anki flashcard decks with rich CSS templates an…
C 64 55 66 73 25 81 63
10970
melvi24
Enables AI clients like Cursor and Claude Desktop to interact with the MelviCha…
C 64 54 66 41 N/A 22 87 97
10971
PetrefiedThunder
mcp-pubmed Claim 1
An MCP server that provides access to PubMed and NCBI's biomedical literature d…
C 64 55 39 53 55 82 97
10972
tolgayayci
stellarpilot Claim 3
MCP server that translates natural language requests into Stellar blockchain CL…
C 64 55 62 100 N/A 21 87 33
10973
adhikasp
mcp-twikit Claim
Interact with Twitter search and timeline
C 64 55 66 41 45 76 93
10974
whdghk1907
MCP News Collector Claim 1
A Model Context Protocol server that collects and analyzes Korean stock market …
C 64 55 51 68 36 81 82
10975
taciturnaxolotl
Connects Canvas LMS to AI assistants, enabling users to list courses and retrie…
C 64 55 92 10 33 81 98
10976
kira-autonoma
agent-memory-mcp Claim 1
An MCP server for managing agent memory using provenance tracking, decay-weight…
C 64 54 90 0 N/A 50 81 97
10977
ADEOSec
A Model Context Protocol server that provides access to Shodan and VirusTotal A…
C 64 55 73 35 27 80 97
10978
NazarKY
Work Integrations MCP Claim 1
An MCP server that enables interaction with Jira to fetch issues by key and per…
C 64 55 71 31 35 81 99
10979
jsdelivr
The Globalping MCP server provides users and LLMs access to run network tools l…
C 64 66 94 72 0 36 81 96
10980
yuanoOo
OceanBase MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 64 55 75 28 40 81 91
10981
hfyydd
localplay-mcp Claim
control mouse on your local computer
C 64 54 42 50 N/A 41 90 100
10982
kjozsa
Jenkins MCP Claim
Enables managing Jenkins operations like listing jobs, triggering builds, and c…
C 64 55 60 43 39 80 98
10983
lienhage
Blockchain MCP Server Claim 2
A Model Context Protocol server providing Ethereum blockchain tools, including …
C 64 55 57 62 25 76 91
10984
pipeworx-io
universities Claim
Universities MCP — Hipolabs Universities API (free, no auth)
C 64 55 96 0 47 81 95
10985
dragon1086
kospi-kosdaq Claim 2
An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP.
C 64 55 51 46 52 80 94
10986
RoeeJ
SEQ MCP Server Claim
Enables LLMs to query and analyze logs from SEQ structured logging server with …
C 64 66 84 72 0 51 81 95
10987
Nielsen642
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
C 64 55 80 32 25 81 92
10988
yangkyeongmo
Enables integration with OpenMetadata by wrapping its REST API for standardized…
C 64 55 60 35 63 78 90
10989
mquan
Routine Claim 1
An MCP server that allows users to create custom tools on the fly by stitching …
C 64 55 61 82 N/A 23 95 46
10990
rezashahnazar
Enables intelligent product discovery on Digikala (Iran's largest e-commerce pl…
C 64 55 60 56 27 81 92
10991
2799662352
A professional AI agent system that provides 10+ specialized agents and 25+ MCP…
C 64 55 66 31 42 81 99
10992
kukapay
whereami-mcp Claim
A lightweight mcp server that tells you exactly where you are.
C 64 55 66 33 38 83 100
10993
crazyrabbitLTC
An MCP server that implements a structured workflow for LLM-based coding, guidi…
C 64 55 77 82 33 81 32
10994
raghavsharma-simpplr
Provides comprehensive access to GridStack.js functionality for building dynami…
C 64 55 86 57 N/A 25 95 40
10995
CH-122
MCP Server Demo Claim
A monorepo containing three Model Context Protocol (MCP) servers that enable na…
C 64 55 66 61 23 81 81
10996
quintana1308
MCP MariaDB Server Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 55 66 38 39 81 96
10997
MahithChigurupati
A FastMCP-based server that provides seamless integration with the Confluence R…
C 64 55 76 41 19 80 94
10998
huntkil
A server that provides HTTP API access to manage Obsidian Vaults and Markdown f…
C 64 54 80 31 N/A 28 89 85
10999
ArjunCodess
Connects AI tools to Storyblok CMS, allowing users to manage content through na…
C 64 55 70 82 43 81 33
11000
tschoonj
Enables users to search and retrieve package repository information from Repolo…
C 64 64 78 61 0 67 92 91
Showing 10951–11000 of 66495 servers
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