MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5301
kylegrahammatzen
Enables AI assistants to discover, fetch, and search through Tambo documentatio…
B 73 55 78 57 45 81 98
5302
Marholoubek
Health MCP Server Claim 1
Aggregates and analyzes fitness data from multiple sources like Whoop and Strav…
B 73 55 86 63 21 82 97
5303
kcodes0
inked Claim 1
inked
B 73 55 86 65 30 82 90
5304
philgetzen
Bear MCP Server Claim 2
An MCP server that integrates Bear Note Taking App with Claude Desktop, allowin…
B 73 55 69 75 N/A 72 95 53
5305
parameshwaran1
A simple and extendable MCP server that currently provides basic addition funct…
B 73 55 54 82 N/A 23 95 100
5306
franHR11
pcpro-mcp-mysql Claim
Explore and query your MySQL database with ease. List tables, inspect table str…
B 73 55 84 100 N/A 47 81 39
5307
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 55 75 60 42 81 100
5308
seratch
An MCP server that provides deep knowledge about OpenAI APIs and SDKs, enabling…
B 73 55 75 68 53 78 89
5309
KoltonG
An MCP server that enables AI assistants to interact directly with Lunch Money'…
B 73 54 69 71 N/A 23 95 94
5310
LorhanSohaky
Enable AI assistants to seamlessly retrieve detailed Trello card information us…
B 73 55 68 62 N/A 51 81 100
5311
ybouhjira
MCP server plugin for Claude Code that converts text to speech using OpenAI's T…
B 73 55 78 48 57 82 100
5312
qwang07
Duck Duck MCP Claim 2
This MCP server utilizes DuckDuckGo for web searches, providing structured sear…
B 73 55 76 63 38 82 97
5313
MesuterPikin
Enables AI-powered browser automation through Browserbase and Stagehand, allowi…
B 73 55 66 70 53 81 93
5314
fcggamou
autoicd-mcp Claim 1
MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM…
B 73 55 57 75 54 82 95
5315
abhishek2432001
deeprepo Claim
Productivity-boosting RAG engine for codebases with multi-provider AI support a…
B 73 54 72 41 N/A 61 95 96
5316
swen128
Enables AI assistants to query, search, and analyze logs across Google Cloud Pl…
B 73 55 90 60 27 82 93
5317
t3ta
SQL MCP Server Claim 1
A TypeScript implementation of a Model Context Protocol server that enables lan…
B 73 55 78 62 41 82 94
5318
comqx
Enables interaction with Prometheus Alertmanager to retrieve, filter, and manag…
B 73 55 82 62 54 82 78
5319
fzlzjerry
Tarot MCP Server Claim 1
Provides professional-grade Rider-Waite tarot readings and 11 specialized sprea…
B 73 55 72 61 47 82 100
5320
LetsCodeTheBrain
Enables Claude to interact with git repositories by providing real-time access …
B 73 54 90 48 N/A 19 95 100
5321
ericabouaf
A2A Registry Claim
Provides a unified registry for discovering and managing agents that implement …
B 73 55 84 62 29 81 97
5322
Sk0t31n0s
Enables natural language todo list management through Claude Desktop with YAML-…
B 73 54 90 53 N/A 16 92 100
5323
tbitu
TartuNLP MCP Server Claim 1
Provides access to University of Tartu's translation services supporting 700+ l…
B 73 55 78 67 30 83 97
5324
SamRind
Enables AI assistants to manage Google Calendar by listing, creating, updating,…
B 73 54 78 63 N/A 25 90 99
5325
gmjuhasz
Focalboard MCP Server Claim 1
Enables task and board management in Focalboard through natural language, suppo…
B 73 55 90 55 25 80 100
5326
bmorphism
Enables execution and management of Babashka scripts using the Model Context Pr…
B 73 55 96 100 N/A 19 84 43
5327
zhiwei5576
Excel MCP Server Claim
Enables seamless reading, writing, and analyzing of Excel files through Model C…
B 73 55 60 62 67 82 100
5328
vpro1032
Enables AI assistants to securely interact with Microsoft SQL Server databases …
B 73 55 96 46 47 81 87
5329
ycjcl868
mcp-server-fear-greed Claim 1
An MCP server for mcp-server-fear-greed
B 73 54 67 60 N/A 48 92 96
5330
r2d2helm
Enables Claude Code to interact with Obsidian vaults by providing tools for mul…
B 73 54 78 56 N/A 32 90 100
5331
GreptimeTeam
greptimedb-mcp-server Claim 1
Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE qu…
B 73 54 84 46 N/A 77 70 89
5332
victor-velazquez-ai
A production-ready framework for building enterprise-grade MCP servers featurin…
B 73 54 84 43 N/A 47 94 90
5333
masseater
Enables AI models to manage n8n workflow automation through a standardized inte…
B 73 55 78 68 55 81 75
5334
memextech
HT-MCP Claim
ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) i…
B 73 55 96 56 88 81 43
5335
michaeltrilford
Converts Figma designs into production-ready MUI (Michael UI) web components th…
B 73 55 90 100 N/A 21 95 37
5336
LisBerndt
ZAP MCP Server Claim
Integrates OWASP ZAP security testing with AI assistants through MCP, enabling …
B 73 55 66 61 72 81 91
5337
antivirusakash
Generate images using the OpenAI gpt-image-1 model seamlessly within your appli…
B 73 54 72 70 N/A 20 92 97
5338
belkin-digital
Enables interaction with Yandex Tracker through its API for managing tasks, com…
B 73 55 84 57 45 81 92
5339
normal-coder
Gitee Claim 2
MCP Tool Server for Gitee, supporting the management of repository files/branch…
B 73 55 84 100 45 82 38
5340
cosmix
Confluence MCP Claim 1
A Model Context Protocol server that enables AI assistants to interact with Con…
B 73 55 71 66 49 78 97
5341
Flyworks-AI
Flyworks MCP Claim 1
A Model Context Protocol server that enables fast and free lipsync video creati…
B 73 55 65 70 60 80 91
5342
voxel51
Enables AI assistants to explore computer vision datasets, execute operators, a…
B 73 54 84 53 N/A 28 92 98
5343
nfodor
Enables browser automation and web testing on ARM64 devices like Raspberry Pi u…
B 73 55 90 58 35 74 100
5344
EOSC-Data-Commons
Enables natural language search and discovery of open-access scientific dataset…
B 73 55 70 66 57 80 90
5345
adamanz
A Model Context Protocol server that enables interaction with Exa's Websets API…
B 73 54 67 70 N/A 34 95 93
5346
sonnyflylock
AI Phone Number Directory providing access to AI services via webchat. Query Vo…
B 73 55 94 52 28 80 99
5347
rubinsh
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
B 73 54 75 53 N/A 51 90 93
5348
call518
MCP-Airflow-API Claim
Manage Apache Airflow clusters in plain language—monitor DAGs, trigger or pause…
B 73 54 88 38 N/A 60 95 78
5349
j4sun
Garmin MCP Server Claim
Integrates with Garmin Connect to retrieve activity data, health metrics, and p…
B 73 55 84 68 21 81 97
5350
SixHq
Overture Claim
Overture is an open-source, locally running web interface delivered as an MCP (…
B 73 54 84 11 N/A 95 95 90
Showing 5301–5350 of 30006 servers
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