MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27057
Scored
1725
Verified
16957
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8451
Tom-Semple
MCP Apple Notes Claim 2
A Model Context Protocol server that enables semantic search and RAG over your …
C 69 54 63 58 N/A 21 95 98
8452
jmandel
A Model Context Protocol server that connects AI tools to Electronic Health Rec…
C 69 55 67 66 52 78 80
8453
pickstar-2002
MySQL MCP Server Claim
Enables AI assistants to manage MySQL databases through natural language comman…
C 69 55 72 100 38 81 38
8454
jprealini
An MCP server that automatically generates TypeScript Page Object classes and c…
C 69 54 57 55 N/A 55 87 91
8455
purpleax
Provides seamless integration with Fastly's Next-Gen Web Application Firewall A…
C 69 55 78 40 41 81 99
8456
robobobby
Provides access to Norway's official business registry for searching companies,…
C 69 55 66 60 35 83 94
8457
T1nker-1220
An MCP server allowing AI assistants like Claude to execute read-only SQL queri…
C 69 55 63 71 26 78 99
8458
ovlabs
originalvoices Claim 1
MCP server for OriginalVoices - Ask AI twins questions about any audience
C 69 54 55 62 N/A 38 95 91
8459
luoshui-coder
A TypeScript-based MCP server that lets users generate images using OpenAI's da…
C 69 55 94 40 17 80 100
8460
arhgap11b
Provides an interactive decision menu that surfaces contextual choices on every…
C 69 55 66 56 47 81 92
8461
MacromNex
Enables protein stability prediction ($DeltaDelta$G and $Delta$Tm) and systemat…
C 69 54 84 32 N/A 33 92 98
8462
mister-weeden
A server that enables integration between Claude Desktop and WordPress, allowin…
C 69 55 78 38 47 81 100
8463
jgravelle
jDocmunch MCP Claim
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and…
C 69 54 96 0 N/A 62 92 96
8464
fangmd
Time MCP Claim
Provides time-related tools for LLM applications, enabling retrieval of current…
C 69 55 72 58 24 81 100
8465
ark-forge
arkforge-mcp Claim
Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microse…
C 69 55 72 42 54 80 96
8466
fliptheweb
fatsecret-mcp Claim 4
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight t…
C 69 55 63 82 N/A 76 74 51
8467
a1official
A comprehensive MCP server providing advanced Redmine project analytics, web au…
C 69 55 78 56 30 81 88
8468
HarshitRatan
A demonstration MCP server built in TypeScript that shows how to implement stdi…
C 69 55 74 57 23 81 100
8469
Koneisto
mcp-weather Claim 1
An MCP server that aggregates data from six weather sources to provide current …
C 69 55 57 62 53 81 93
8470
vikasversetest-debug
Enables AI agents to interact with Hasura GraphQL endpoints to discover schema …
C 69 55 60 72 32 80 92
8471
UsamaK98
Python notebook mcp
C 69 54 70 36 N/A 39 95 100
8472
linxule
Vox MCP Claim 3
Multi-model AI gateway — 8 providers plus local models, no system prompt inject…
C 69 54 96 41 N/A 75 62 69
8473
Desearch-ai
Enables real-time AI-powered searches on X (Twitter) and the web through Desear…
C 69 55 60 71 41 81 89
8474
robcerda
monarch-mcp-server Claim 1
MCP Server for Monarch Money, utilizing an unofficial api.
C 69 55 47 82 49 81 85
8475
yone-k
Enables users to manage their Zaim household account data through OAuth 1.0a au…
C 69 55 86 100 39 81 17
8476
paltaio
reddit-mcp Claim
Provides access to public Reddit data through tools for searching subreddits, v…
C 69 55 74 53 38 83 92
8477
Zenobia000
VibeCoding System Claim
An AI-guided conversation-driven development framework that helps build MVPs an…
C 69 55 72 62 44 81 81
8478
lhstorm
Transforms PDF collections into a searchable knowledge base using TF-IDF indexi…
C 69 54 88 31 N/A 25 95 95
8479
gmossy
Enables advanced geospatial analysis including elevation queries, line-of-sight…
C 69 55 66 56 39 81 100
8480
sebastianPhoenix
Odoo MCP Server Claim
Enables AI assistants to interact with Odoo ERP systems through XML-RPC communi…
C 69 55 66 68 45 81 80
8481
AnCode666
NASA-MCP Claim 1
An MCP server that enables LLMs to query data from various NASA APIs, allowing …
C 69 55 59 46 61 82 99
8482
sbarbett
Pi-hole MCP Server Claim
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
C 69 55 74 43 64 81 86
8483
diegofornalha
MCP Shell Server Claim 1
A secure server that implements the Model Context Protocol (MCP) to enable cont…
C 69 55 78 63 37 81 78
8484
pnilan
midi-mcp Claim 1
An MCP server that enables AI models to control electronic music instruments by…
C 69 55 39 82 N/A 30 92 98
8485
divslingerx
A lightweight, stateless MCP server utilizing Puppeteer for web searches, retur…
C 69 54 78 56 N/A 17 87 92
8486
GuyenSoto
PBIXRay MCP Server Claim
Enables LLM clients to analyze and interact with Power BI (.pbix) files, provid…
C 69 54 72 31 N/A 45 95 99
8487
poly-mcp
MCP server for Industrial IoT, SCADA and PLC systems. Unifies MQTT sensors, Mod…
C 69 54 67 50 N/A 45 87 95
8488
Zhuoli
Provides read-only access to native macOS system utilities including disk manag…
C 69 55 54 82 N/A 26 95 81
8489
jneless
TOS MCP Server Claim 1
Enables interaction with Volcengine's TOS (Object Storage) service through MCP …
C 69 55 72 65 45 80 79
8490
freestylefly
12306-MCP Claim 2
A Model Context Protocol server that allows large language models to search for…
C 69 55 37 100 43 81 80
8491
DMontgomery40
Meta MCP Server Claim 2
A tool that dynamically generates and configures MCP servers by automatically c…
C 69 54 72 51 N/A 40 87 91
8492
ai-tools-all
Enables powerful code search across millions of public GitHub repositories usin…
C 69 55 72 62 24 82 92
8493
mitjaeichhorn
manus-mcp Claim 2
An MCP server that enables interaction with Google Drive through the Google Clo…
C 69 66 45 86 95 25 80 75
8494
tshu-w
mcp-copilot Claim 1
A meta MCP server that seamlessly scales LLMs to 1000+ MCP servers through auto…
C 69 55 78 82 N/A 25 90 55
8495
coskun45
Enables searching and retrieving arXiv papers by topic, fetching abstracts by p…
C 69 54 84 41 N/A 21 95 93
8496
stevennevins
MCP Server Template Claim 1
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
C 69 55 78 62 20 81 92
8497
opsmill
infrahub-mcp Claim 1
An MCP server connects your AI assistants to Infrahub using the open MCP standa…
C 69 55 43 71 N/A 73 72 93
8498
nordeim
Provides AI agents like Claude with secure, controlled access to network securi…
C 69 55 72 67 24 80 91
8499
alxspiker
FTP Access Server Claim
Interact with FTP servers seamlessly. List directories, upload and download fil…
C 69 55 66 100 N/A 41 81 43
8500
HarjjotSinghh
A Model Context Protocol server that provides read-only access to PostgreSQL da…
C 69 55 79 52 37 74 95
Showing 8451–8500 of 33537 servers
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