MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29848
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9251
xiaoyuchenhot
Weather MCP Server Claim
Provides current weather information for any city worldwide using the free Open…
C 67 55 66 56 21 81 100
9252
cexll
Executes TypeScript code in a secure sandbox with IPC-bridged access to MCP too…
C 67 54 72 33 N/A 32 95 95
9253
ivanbtrujillo
MCP Server Example Claim
A basic MCP server template that can be integrated with Cursor to enable AI too…
C 67 54 50 61 N/A 26 94 100
9254
chenqi146
Torna MCP Server Claim
Bridges Torna API documentation system with AI assistants, enabling natural lan…
C 67 55 72 43 42 78 99
9255
kimasplund
MCP Pyrefly Claim 1
Integrates Pyrefly's real-time Python type checker with a gamification system t…
C 67 54 60 55 N/A 51 81 89
9256
chris-miaskowski
A custom server implementation that allows AI assistants to interact with GitLa…
C 67 55 72 63 17 81 87
9257
yop-platform
yeepay-mcp Claim 1
The Yeepay MCP service provides integration with Yeepay services via the Model …
C 67 55 72 100 45 71 32
9258
gh-hirokuma
Trello MCP Server Claim
Enables interaction with Trello through the Trello API, allowing users to manag…
C 67 55 54 65 32 80 100
9259
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9260
vaporif
wezterm-mcp Claim 1
Enables programmatic control of the WezTerm terminal emulator through the Model…
C 67 54 48 50 N/A 70 90 85
9261
valyc0
MCP MD2PDF Server Claim
Provides tools for converting Markdown content and files into professional PDF …
C 67 55 78 51 16 81 97
9262
kerlos
A template for building Model Context Protocol servers using Elysia and Bun run…
C 67 55 66 55 39 83 85
9263
markheramis
GIT MCP Server Claim
Node.js server implementing Model Context Protocol for git operations, enabling…
C 67 55 78 82 N/A 27 95 33
9264
Sarthak-ignite
Steady MCP Claim
Enables submitting team check-ins to Steady (app.steady.space) by automating th…
C 67 54 84 72 N/A 29 95 39
9265
aiforhumans
Provides essential utility tools for text processing, file operations, hashing,…
C 67 54 72 27 N/A 46 95 94
9266
camilovelezr
Enables AI assistants to work through complex problems step-by-step with dynami…
C 67 55 90 32 40 81 86
9267
sergiuiacob1
A Flask-based reference implementation demonstrating how to build an MCP server…
C 67 54 80 30 N/A 24 94 100
9268
IBM
A lightweight Python-based microservice that provides simple echo functionality…
C 67 55 54 91 N/A 52 95 34
9269
zxzinn
A remote MCP server deployable on Cloudflare Workers that provides integrated G…
C 67 55 60 67 27 81 95
9270
mkusaka
An MCP server integrating Perplexity AI's API to offer advanced search capabili…
C 67 55 45 75 37 81 94
9271
jinhee3653-debug
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 67 54 66 73 N/A 34 90 62
9272
Mistizz
Counts characters and words in both Japanese and English text files, with speci…
C 67 55 72 100 N/A 48 89 12
9273
Joshnaacsha
Enables AI agents to interact with your personal WhatsApp account, allowing the…
C 67 54 54 62 N/A 24 95 91
9274
urmilabhuva
Odoo MCP Server Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC to mana…
C 67 55 74 48 49 80 82
9275
dcolley
Swagger MCP Server Claim
A server that enables interaction with any API that has a Swagger/OpenAPI speci…
C 67 55 86 71 56 76 36
9276
happylinks
arc-mcp Claim 1
An MCP server for the Arc browser that enables programmatic management of space…
C 67 54 55 56 N/A 29 90 98
9277
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9278
GabrielOutbound1
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
C 67 55 54 72 26 80 98
9279
michael7736
MySQL MCP Server Claim 2
A Model Context Protocol server that allows AI agents to execute SQL queries ag…
C 67 55 77 100 26 71 42
9280
hyperb1iss
django-mcp Claim
Bridges Django applications with AI assistants by implementing the Model Contex…
C 67 54 82 27 49 95 75
9281
CesarRL23
Enables CRUD operations on student records via REST API and MCP interface, with…
C 67 44 44 N/A N/A 29 95 98
9282
meloncafe
Remote ChromaDB vector database MCP server with streamable HTTP transport
C 67 66 92 70 0 79 70 99
9283
vlttnv
Kubernetes Monitor Claim
A read-only MCP server for Kubernetes that allows querying cluster information …
C 67 55 82 26 41 81 99
9284
MarcusViniciusBarcelos
Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, …
C 67 55 84 83 40 81 30
9285
liusoon
mcp-kali-server Claim
C 67 54 82 30 N/A 33 95 86
9286
genm
An MCP server that enables posting messages to Discord webhooks, allowing custo…
C 67 55 71 58 51 81 72
9287
mcp-tg
Enables AI assistants to perform comprehensive Snowflake database operations in…
C 67 55 84 82 39 81 35
9288
wenyili
MBTI MCP Server Claim 1
Enables AI assistants to guide users through MBTI personality tests with two mo…
C 67 55 72 55 24 83 90
9289
Samarth2001
Provides real-time and historical financial market data from Yahoo Finance, inc…
C 67 55 76 38 34 82 98
9290
PiQrypt
audit-trail Claim 1
Cryptographic audit trail for AI agents. Sign, verify, export. GDPR/HIPAA/EU AI…
C 67 55 78 55 N/A 33 76 86
9291
lh8966
GitLab WeChat MCP Claim
Enables users to retrieve GitLab commit records and automatically generate dail…
C 67 55 84 60 18 81 78
9292
grupo-avispa
dsr_mcp_server Claim 1
An MCP server that provides tools for interacting with Deep State Representatio…
C 67 54 65 31 N/A 47 92 99
9293
akworob
MariaDB MCP Server Claim
Enables AI assistants to interact with MariaDB databases through schema explora…
C 67 55 66 62 19 80 98
9294
saiprasadthalluri
Enables LLMs to search for food products and retrieve detailed nutritional info…
C 67 54 60 56 N/A 19 95 98
9295
Mvp2o-ai
MCP IDE Bridge Claim
Enables client-to-client communication between IDEs and development tools, allo…
C 67 55 78 41 50 81 82
9296
voska
hass-mcp Claim 1
Home Assistant MCP Server
C 67 55 59 41 N/A 68 81 93
9297
open-strategy-partners
A suite of marketing tools from Open Strategy Partners including writing style,…
C 67 54 66 32 N/A 44 97 96
9298
egebese
SEO Research MCP Claim
Enables AI coding assistants to perform SEO research tasks including backlink a…
C 67 55 76 41 39 80 96
9299
amandhunna
A service that processes natural language requests to perform mathematical calc…
C 67 55 86 38 23 78 98
9300
feuerdev
keep-mcp Claim
Read, create, update and delete Google Keep notes.
C 67 55 62 41 69 76 95
Showing 9251–9300 of 57597 servers
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