MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51001
miloira
Enables AI assistants to search local files on Windows using the Everything sea…
N/A N/A
51002
arizen-dev
deepseek-mcp Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
51003
lab-dados
Public MCP server for querying Brazilian court jurisprudence, processes, and co…
51004
ACSGenUI
A configurable MCP server that enables creating custom analysis tools through J…
N/A N/A
51005
CallZero-ai
Enables AI assistants to make phone calls via CallZero service, with tools for …
N/A N/A
51006
MAX208V
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
51007
joseairosa
Recall Claim
Provides persistent, cross-session memory for AI agents, allowing them to store…
51008
woodstocksoftware
An MCP server for managing K-12 assessment question banks with IRT metadata, en…
N/A N/A
51009
richashworth
tlaplus-mcp Claim
Exposes the TLA+ toolchain (TLC, SANY, PlusCal, TLATeX) as structured JSON tool…
N/A N/A
51010
velt-js
Enable seamless interaction with the Velt API through a dedicated MCP server. I…
N/A N/A 95
51011
AcuityScan
Enables AI clients to run comprehensive website scans for security, accessibili…
51012
axel-belfort
Perpetual futures funding rate API for AI agents. Live funding rates across Bin…
81
51013
AiraAlfredSF
An MCP server that provides CLI coding agents with persistent decision memory, …
51014
backsoul
mcp-n8n Claim
MCP server for integrating with n8n, enabling workflow automation and managemen…
N/A N/A
51015
ninemindai
weather-mcp Claim
Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…
51016
DionBenFernandes-Dev
Enables arithmetic operations (add, subtract, multiply, divide) through a custo…
51017
CyprianFusi
A research assistant server that enables saving, organizing, and retrieving res…
N/A N/A
51018
eagleffz
A remote MCP server that serves versioned Enterprise & Architecture guidelines …
51019
vtemian
Enables AI video generation from text prompts, status monitoring, and video man…
N/A N/A
51020
raptor.rb
Nano Banana MCP
N/A N/A 95
51021
syedfahimdev
ToolsDNS Claim
Semantic search engine for MCP tools that indexes thousands of tool schemas and…
51022
underground-district
A curated selections of tools and writing from the Underground Cultural Distric…
81
51023
testopenai.1407
iototsample Claim
N/A N/A 95
51024
amit608
MCPyDoc Claim
Provides real-time access to Python package documentation, source code, and sym…
N/A N/A
51025
sharon-nasimiyu
Educational example of an MCP server built with FastMCP, demonstrating how to e…
51026
LCV-Ideas-Software
A local MCP reasoning gate that enables structured engineering thought through …
N/A N/A
51027
cyanheads
Global transit via Transitland v2 — operators, GTFS/GTFS-RT/GBFS feeds, routes,…
N/A N/A
51028
mister-franklin
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
51029
jonahkeegan
A Model Context Protocol (MCP) server that coordinates AI agents to transform d…
N/A N/A
51030
Zeliper
z-code-mcp Claim
Enables orchestration of multiple Claude Code sessions for complex multi-task c…
N/A N/A
51031
inventech-solution
Enables programmatic access to Meta Ads data and management features, including…
81
51032
lizhipay
Claude MCP Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
N/A N/A
51033
tai5863
td-mcp Claim
MCP server for controlling TouchDesigner from AI coding agents like Claude Code…
N/A N/A
51034
platformatic
Enables running Node.js scripts and npm commands with permission prompts via no…
N/A N/A
51035 N/A N/A 95
51036
revolutionarybukhari
Enables AI assistants to search and filter youth opportunities such as scholars…
N/A N/A
51037
Griboedow
A Model Context Protocol server that provides real astronomical data (planetary…
N/A N/A
51038
enoch-sit
A comprehensive MCP server for Gmail, providing 17 tools to read, send, search,…
N/A N/A
51039
coval-ai
Enables AI assistants to interact with Coval's evaluation platform for launchin…
51040
JaimeCernuda
vMCP Claim
A unified gateway for Model Context Protocol servers, enabling access to multip…
N/A N/A
51041
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
51042
accurecord
icd10-coding Claim
ICD-10-CM / HCC medical coding tools with database-verified accuracy and denial…
51043
asachs01
A Model Context Protocol server that enables natural language querying of Kasey…
81
51044
DiverOfDark
Mnemozine Claim
Mnemozine is a self-hosted unified conversational memory layer that ingests con…
51045
plm3310590269-source
Enables natural language control of AutoCAD drawings via LLMs like Claude, supp…
N/A N/A
51046
haliphax-ai
Exposes OpenClaw tools (web search, page fetching, browser automation, PDF anal…
N/A N/A
51047
andyleimc-source
Wraps Jimeng AI's image and video generation APIs for AI assistants to create a…
N/A N/A
51048
accesstechnology-mike
A generic MCP server for querying Emma-app transaction exports stored in Google…
51049
ProfRandom92
CompText MCP Claim
Pip-installable MCP bridge for OpenCode that provides safe tools to call the Co…
N/A N/A
51050
bnaranmandakh03
mcp-wikijs Claim
Connects Claude to a Wiki.js instance, enabling page search, retrieval, listing…
Showing 51001–51050 of 57160 servers