MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40301
dgenio
ChainWeaver Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
— ○ ⏳ — N/A N/A — — —
40302
19miha99
A comprehensive MCP server that gives AI assistants full control over your desk…
— ○ ⏳ — N/A N/A — — —
40303
r33drichards
minizinc-mcp Claim
Enables solving constraint satisfaction and optimization problems using MiniZin…
— ○ ⏳ — — — — — —
40304
Lightfielder
Pixal3D-MCP Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
— ○ ⏳ — N/A N/A — — —
40305
junter1989k-ai
Peru payments for AI agents — Yape / PagoEfectivo via Mercado Pago. Never holds…
— ○ ⏳ — — — — — —
40306
dy-le
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
— ○ ⏳ — — — — — —
40307
tonywang0122
買屋快搜 Claim
MCP server for searching and querying detailed housing listings in Taiwan, enab…
— ○ ⏳ — — — — — —
40308
asgard-ai-platform
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
— ○ ⏳ — — — — — —
40309
WRG-11
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
— ○ ⏳ — — — — — —
40310
obrien-matthew
mcp-garmin Claim
MCP server for Garmin Connect that provides read-only access to daily health me…
— ○ ⏳ — N/A N/A — — —
40311
ImadMoka
Enables running multiple isolated browser sessions simultaneously and importing…
— ○ ⏳ — N/A N/A — — —
40312
Raheem-19
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
— ○ ⏳ — N/A N/A — — —
40313
ed-lin12
Provides structured competitive intelligence profiles and listing capabilities …
— ○ ⏳ — N/A N/A — — —
40314
JiHungLin
A lightweight MCP server that lets distributed AI agent teams query a designate…
— ○ ⏳ — — — — — —
40315
JNX03
MCP server that gives Claude human-like control of a Windows PC with its own vi…
— ○ ⏳ — N/A N/A — — —
40316
ZapSign
Enables integration with the ZapSign API for electronic document signing and ma…
— ○ ⏳ — — — — — —
40317
monthop-gmail
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
— ○ ⏳ — N/A N/A — — —
40318
luisfelipevegarodriguez
MCP COO DeFi Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
— ○ ⏳ — — — — — —
40319
gururajhm-neo
MCP server for TestNeo quality workflows, enabling test generation, execution, …
— ○ ⏳ — — — — — —
40320
isdaniel
mcp-gsuite Claim
MCP server to interact with Google Gmail and Calendar APIs. Supports multiple a…
— ○ ⏳ — N/A N/A — — —
40321
imMamdouhaboammar
Enables AI clients to compose and execute marketing campaigns by mapping free-f…
— ○ ⏳ — — — — — —
40322
mrallanodreman
Bot to amplify crisis information in Venezuela by tweeting predefined templates…
— ○ ⏳ — N/A N/A — — —
40323
blessed234640
Enables searching for jobs in Russia and remote positions from AI assistants us…
— ○ ⏳ — — — — — —
40324
c0cl3c
Serves markdown knowledge from a git repository over MCP, providing tools to li…
— ○ ⏳ — — — — — —
40325
affix
MCP server for GNOME Evolution that enables calendar and email operations such …
— ○ ⏳ — N/A N/A — — —
40326
mybytecode
fetch Claim
— ○ ⏳ — N/A N/A — 95 —
40327
k-krawczyk
An MCP server that lets an AI agent work with an ActiveMQ Artemis broker.
— ○ ⏳ — — — — — —
40328
getfacade
GetFacade Claim
Designs a real house exterior on its own photo, prices it line by line and docu…
— ○ ⏳ — N/A N/A — — —
40329
kanishka3000
Checks domain name availability using the WhoisJSON API, returning registration…
— ○ ⏳ — — — — — —
40330
Kigstn
Enables LLMs to execute Python code securely in a sandboxed environment. Suppor…
— ○ ⏳ — — — — — —
40331
SouravRoy-ETL
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
— ○ ⏳ — N/A N/A — — —
40332
spraveenitpro
Provides current weather information for any city using the Open-Meteo API. Ret…
— ○ ⏳ — — — — — —
40333
bsparks
Provides weather data tools using the WeatherAPI.com service, including current…
— ○ ⏳ — N/A N/A — — —
40334
Reality-Defender
Enables LLMs to analyze images, videos, audio, and text files for AI-generated …
— ○ ⏳ — — — — — —
40335
protae5544
nextjsui9 Claim
— ○ ⏳ — N/A N/A — 95 —
40336
DowneyOu
Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, provi…
— ○ ⏳ — — — — — —
40337
vinaybhosle
Ocean container shipping intelligence for AI agents. 24 MCP tools covering: - …
— ○ ⏳ — — — — 81 —
40338
lnkify
lnkify Claim
MCP server that enables AI agents to manage Lnkify links, domains, API keys, an…
— ○ ⏳ — N/A N/A — — —
40339
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
— ○ ⏳ — N/A N/A — — —
40340
Mgabr90
A unified MCP server that integrates Zoho CRM and Zoho Books, enabling AI assis…
— ○ ⏳ — N/A N/A — — —
40341
non-npc
A Python-based server for managing and analyzing code context for AI-assisted d…
— ○ ⏳ — N/A N/A — — —
40342
zhaohongyuziranerran
Enables creating and managing automated workflows with triggers, actions, webho…
— ○ ⏳ — — — — — —
40343
liushoukai
A Model Context Protocol (MCP) server implemented in Rust, providing utility to…
— ○ ⏳ — — — — — —
40344
fastmcp-me
Enables DuckDB database interaction through MCP, supporting SQL queries, table …
— ○ ⏳ — N/A N/A — — —
40345
ApentengJoseph
Provides structured tools for risk classification, SBAR generation, completenes…
— ○ ⏳ — N/A N/A — — —
40346
theYahia
Provides access to Neshan Maps API (Iran) for geocoding, directions, and place …
— ○ ⏳ — — — — — —
40347
2loch-ness6
Enables AI coding assistants to access grounded, branch-scoped codebase context…
— ○ ⏳ — N/A N/A — — —
40348
JoshuaOliphant
Enables semantic recommendation for Obsidian vaults, allowing users to find rel…
— ○ ⏳ — N/A N/A — — —
40349
merpuya
Connects to your Smartsheet account, enabling Claude Code to browse workspaces,…
— ○ ⏳ — — — — — —
40350
pranavkakde
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
— ○ ⏳ — N/A N/A — — —
Showing 40301–40350 of 69365 servers
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