MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29768
Scored
2112
Verified
16952
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54201
AcuityScan
Enables AI clients to run comprehensive website scans for security, accessibili…
54202
axel-belfort
Perpetual futures funding rate API for AI agents. Live funding rates across Bin…
81
54203
AiraAlfredSF
An MCP server that provides CLI coding agents with persistent decision memory, …
54204
backsoul
mcp-n8n Claim
MCP server for integrating with n8n, enabling workflow automation and managemen…
N/A N/A
54205
ninemindai
weather-mcp Claim
Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…
54206
DionBenFernandes-Dev
Enables arithmetic operations (add, subtract, multiply, divide) through a custo…
54207
CyprianFusi
A research assistant server that enables saving, organizing, and retrieving res…
N/A N/A
54208
eagleffz
A remote MCP server that serves versioned Enterprise & Architecture guidelines …
54209
vtemian
Enables AI video generation from text prompts, status monitoring, and video man…
N/A N/A
54210
raptor.rb
Nano Banana MCP
N/A N/A 95
54211
syedfahimdev
ToolsDNS Claim
Semantic search engine for MCP tools that indexes thousands of tool schemas and…
54212
underground-district
A curated selections of tools and writing from the Underground Cultural Distric…
81
54213
testopenai.1407
iototsample Claim
N/A N/A 95
54214
amit608
MCPyDoc Claim
Provides real-time access to Python package documentation, source code, and sym…
N/A N/A
54215
sharon-nasimiyu
Educational example of an MCP server built with FastMCP, demonstrating how to e…
54216
LCV-Ideas-Software
A local MCP reasoning gate that enables structured engineering thought through …
N/A N/A
54217
cyanheads
Global transit via Transitland v2 — operators, GTFS/GTFS-RT/GBFS feeds, routes,…
N/A N/A
54218
mister-franklin
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
54219
jonahkeegan
A Model Context Protocol (MCP) server that coordinates AI agents to transform d…
N/A N/A
54220
Zeliper
z-code-mcp Claim
Enables orchestration of multiple Claude Code sessions for complex multi-task c…
N/A N/A
54221
inventech-solution
Enables programmatic access to Meta Ads data and management features, including…
81
54222
lizhipay
Claude MCP Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
N/A N/A
54223
tai5863
td-mcp Claim
MCP server for controlling TouchDesigner from AI coding agents like Claude Code…
N/A N/A
54224
platformatic
Enables running Node.js scripts and npm commands with permission prompts via no…
N/A N/A
54225 N/A N/A 95
54226
revolutionarybukhari
Enables AI assistants to search and filter youth opportunities such as scholars…
N/A N/A
54227
Griboedow
A Model Context Protocol server that provides real astronomical data (planetary…
N/A N/A
54228
enoch-sit
A comprehensive MCP server for Gmail, providing 17 tools to read, send, search,…
N/A N/A
54229
coval-ai
Enables AI assistants to interact with Coval's evaluation platform for launchin…
54230
JaimeCernuda
vMCP Claim
A unified gateway for Model Context Protocol servers, enabling access to multip…
N/A N/A
54231
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
54232
accurecord
icd10-coding Claim
ICD-10-CM / HCC medical coding tools with database-verified accuracy and denial…
54233
asachs01
A Model Context Protocol server that enables natural language querying of Kasey…
81
54234
DiverOfDark
Mnemozine Claim
Mnemozine is a self-hosted unified conversational memory layer that ingests con…
54235
plm3310590269-source
Enables natural language control of AutoCAD drawings via LLMs like Claude, supp…
N/A N/A
54236
haliphax-ai
Exposes OpenClaw tools (web search, page fetching, browser automation, PDF anal…
N/A N/A
54237
andyleimc-source
Wraps Jimeng AI's image and video generation APIs for AI assistants to create a…
N/A N/A
54238
accesstechnology-mike
A generic MCP server for querying Emma-app transaction exports stored in Google…
54239
ProfRandom92
CompText MCP Claim
Pip-installable MCP bridge for OpenCode that provides safe tools to call the Co…
N/A N/A
54240
bnaranmandakh03
mcp-wikijs Claim
Connects Claude to a Wiki.js instance, enabling page search, retrieval, listing…
54241
m0nkmaster
Enables AI assistants to interact with Microsoft Teams through direct API calls…
N/A N/A
54242
mows21
n8nmcpremote Claim
N/A N/A 95
54243
aryazansev
Integrates RetailCRM API with AI assistants, enabling access to orders, custome…
N/A N/A
54244
asgard-ai-platform
Enables searching and retrieving Taiwan judicial judgments, including full-text…
54245
timeweb-cloud
Automates deployment of applications to Timeweb Cloud via the Model Context Pro…
54246
pipeworx-io
Enables AI agents to interact with Microsoft 365 Outlook Mail, allowing email o…
54247
lllxpr
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
N/A N/A
54248
Trigi-Digital
AI-powered image generation MCP server with 16 specialized tools for generating…
54249
koen
adpage Claim
N/A N/A 95
54250
Sanchita-8756
Tableau MCP Claim
A suite of developer primitives that enable AI applications to integrate with T…
N/A N/A
Showing 54201–54250 of 54421 servers