MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44301
gilberth
MCP server for managing multiple SSH servers via AI assistants, offering tools …
44302
jidzhang
Enables AI assistants to read and write non-UTF-8 files (e.g., GBK, GB18030) on…
N/A N/A
44303 N/A N/A 95
44304
yrvelez
A Model Context Protocol server that provides comprehensive control over the Qu…
N/A N/A
44305
shunshiai2026-s9as
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
81
44306
jamesrez
Find where the money is in AI services. See what's earning and find market gaps.
N/A N/A 90
44307
tommyil
Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit…
44308
friendlygeorge
MCP server for PostHog — product analytics for AI assistants. Query events, per…
N/A N/A
44309
dinosaur24
nodehero Claim
AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.
N/A N/A 95
44310
shivamprasad99
Lets coding agents control and inspect a live Chrome browser via the Model-Cont…
N/A N/A
44311
mayankthekumawat
MCP server for accessing India's Ministry of Statistics and Programme Implement…
44312
cesteral
The Trade Desk management — CRUD, GraphQL, bulk ops, and async reports
44313
solana-foundation
Enables AI agents to access and search up-to-date Solana documentation, get can…
44314
truesource
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tool…
N/A N/A 95
44315
wallter
Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspect…
N/A N/A
44316
Reality-Defender
Enables LLMs to analyze images, videos, audio, and text files for AI-generated …
44317
gooodbilling
mcp-server Claim
GooodBilling 公式 MCP Server — Claude Desktop / Cursor 等の MCP 対応クライアントから AI ファースト…
N/A N/A
44318
bountyyfi
A proof-of-concept MCP server for security research demonstrating a multi-phase…
N/A N/A
44319
MarsHeer
Register and manage internet domains for AI agents via AgentDomain
N/A N/A
44320
perception30
Enables AI assistants to connect to browser DevTools and backend debuggers for …
N/A N/A
44321
Digital-Crew-Technologies
Enables to fetch and update workspace profile settings for the Digital Crew Max…
44322
clauxel
Remote MCP for Antigravity agent run receipt MCP, structured receipts, audit lo…
44323
boringstudio-org
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
N/A N/A 95
44324
ninjackster
A dependency-free MCP server that reads Reddit through its RSS feeds, enabling …
44325
yintzuyuan
A unified MCP server for Glyphs font design software, integrating handbook quer…
N/A N/A
44326
bonigarcia
[WIP] Context engineering: the art and science of shaping context-aware AI syst…
N/A N/A
44327
finlynq
FinLynq Claim
open-source personal finance app with a first-party MCP server. 91 HTTP tools (…
44328
linkeddraft
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
81
44329
ViperJuice
PMCP Claim
A single MCP server gateway that reduces context bloat by providing progressive…
44330
ciaraadkins
Enables AI assistants to track events, page views, user signups, and update use…
44331
basicmachines-co
Enables AI assistants to manage GoHighLevel CRM data including contacts, conver…
44332
mater1996
A Sketch file processing MCP server that enables AI tools to analyze Sketch des…
N/A N/A
44333
universal-mcp
This repository contains an implementation of an Miro Universal MCP (Model Cont…
44334
major7apps
tiingo-mcp Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
44335
kardaj
Enables inspecting local OpenAPI specification files by listing and retrieving …
N/A N/A
44336
ztgluis
google-mcp Claim
MCP server for Google Drive, Docs, and Sheets — built for Claude Code. Gives Cl…
44337
CallMarcus
Community-built, comprehensive MCP server for the SecurityScorecard API (unoffi…
N/A N/A
44338
samkim
An MCP server that enables LLMs to interact with SpiceDB for permission managem…
N/A N/A
44339
Duke-CEI-Center
Enables AI assistants to read sensor data from IoT devices and dispatch data co…
N/A N/A
44340
lineofflight
Frankfurter Claim
Blended FX rates from 50+ institutions. Tools: get_rates, convert, list_currenc…
44341
exomind-team
Unifies MiniMax's multimodal generation, web search, image understanding, audio…
44342
hee55e
kait Claim
N/A N/A 95
44343
suberbawer
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
N/A N/A 95
44344
cyberofficial
Serves RootApp documentation files with search and retrieval capabilities, enab…
N/A N/A
44345
hkopenai
Provides access to government development, geography and land information data …
N/A N/A
44346
zohar
Enables AI assistants to query bills, committees, and members from the Israeli …
N/A N/A
44347
chenzhaohua11
Enables video editing operations such as trimming, merging, adding audio/text/e…
N/A N/A
44348
Jongtae
Provide seamless integration with blockchain APIs to empower your applications …
N/A N/A 95
44349
RectiFlex
Access and manage CenterPoint Connect data for property management, constructio…
N/A N/A 95
44350
stablecoinxyz
A Model Context Protocol server that provides a secure wrapper around the Brale…
N/A N/A
Showing 44301–44350 of 44440 servers