MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56851
jacobwjs
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
N/A N/A
56852
urbantz-logistics
Provides access to Nuclino content through structured search and retrieval tool…
56853
Moeblack
Enables AI agents to generate anime-style images using ComfyUI and Anima models…
56854
Master0fFate
Provides structured error classification and recovery guidance for MCP agents, …
N/A N/A
56855
krishna-goje
Enables natural language interaction with AWS QuickSight for building, editing,…
N/A N/A
56856
mantasdigital
Enables Claude AI to play a cookie-themed dungeon RPG, including clicking cooki…
N/A N/A
56857
mattcoatsworth
A comprehensive MCP server for managing Zendesk Support, Talk, Chat, and Guide …
56858
j04n-f
MCP server that connects AI assistants to Woodpecker CI for debugging pipeline …
N/A N/A
56859
benthomasson
Enables MCP-compatible agents to query beliefs, search documents, and explore r…
56860
caoshuo594
Provides AI coding assistants with local access to 4500+ MQL5 documentation fil…
N/A N/A
56861
teamallnighter
Bridges AI assistants with Ableton Live, enabling real-time control, offline pr…
N/A N/A
56862
spica-engine
MCP server that enables AI agents to interact with Spica servers, managing data…
N/A N/A
56863
trantuandat0305
Connects to Moodle API to enable a voice robot to query student information suc…
56864
fastmcp-me
A Model Context Protocol (MCP) server that connects to a PostgreSQL database to…
56865
miraculix95
Enables semantic search over per-video summaries from curated AI/coding YouTube…
56866
CSOAI-ORG
Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, pho…
N/A N/A 95
56867
rp4
IIA-MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with access to Inst…
N/A N/A 95
56868
e-brokenc0de
An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, p…
N/A N/A
56869
pipeworx-io
Provides access to Loudoun County, Virginia open geospatial data through ArcGIS…
56870
gareth
reflag Claim
N/A N/A 95
56871
mwl313
KatokMcp Claim
KatokMCP lets AI assistants (Claude, OpenClaw, etc.) control KakaoTalk — Korea'…
N/A N/A
56872
marfarin
Enables AI agents to read and write MoySklad inventory, orders, reports, and do…
56873
CSOAI-ORG
UK Operator Licence, tachograph, drivers' hours, DVSA roadside checks for UK ha…
N/A N/A
56874
qqoqto
Enables AI assistants to query flight routes, real-time flight tracking, weathe…
56875
shaktech786
Enables AI assistants to manage media automation services like Sonarr, Radarr, …
56876
vincent2021
Adds team-gateway mode and Microsoft SSO to Odoo MCP, allowing business users t…
56877
yama662607
anki-mcp Claim
Enables safe, review-first Anki authoring with tools to inspect structure, crea…
N/A N/A
56878
Backendless
Enables AI assistants to manage Backendless applications, including databases, …
56879
dotnetrule
A generic MCP server that allows searching and retrieving articles, summaries, …
56880
runapi-ai
hailuo-mcp Claim
RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…
56881
QuocTang
Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabli…
56882
hemanth
Enables running an MCP server on Cloudflare Workers with OAuth authentication, …
56883
archimedes-market
Discover verified deep-tech engineering bounties from any AI agent.
56884
sajitsasi
MCP server that provides tools and resources to interact with Elasticsearch clu…
56885
bb4rjfl
An MCP server that helps foreign tourists in Korea find places, shops, transpor…
56886
chapmanjw
Enables one AI coding agent to delegate tasks to, and build consensus across, m…
N/A N/A
56887
orchestra-hq
Enables interaction with the Orchestra API for managing pipelines, runs, logs, …
N/A N/A
56888
pipeworx-io
mcp-data-dc Claim
Enables querying Washington DC open data from opendata.dc.gov and ArcGIS REST A…
56889
embay-llc
Burnlore Claim
A perpetual, crowd-written AI novel — fetch an assignment, write a chapter, sub…
56890
aerovfx
MCPaeroedu Claim
Enables AI assistants to interact with the AeroEduVision platform, allowing exa…
N/A N/A
56891
GPSxtreme
Provides futures market analytics (Open Interest, Liquidations, Long/Short Rati…
81
56892
hkbu-kennycheng
Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
N/A N/A
56893
automatikstudio
An AI-powered server that generates realistic, customizable customer testimonia…
81
56894
bhavesh0009
Provides comprehensive trading and market data functionality for Indian equity …
81
56895
micropages
BMI Kit Claim
Body composition for AI: BMI, body fat, FFMI, waist-to-height, plus saved measu…
56896
elcaiseri
A dual-mode MCP server and CLI agent for AI-powered tasks including weather, ne…
N/A N/A
56897
Bidda-Ai
10,065 source-verified compliance nodes, 39 pillars, 25 MCP tools (EU AI Act, G…
56898
AB94-nextleap
A secure tool bridge to Google Docs and Gmail via OAuth 2.0, with a console app…
N/A N/A
56899
Zach-Houston
Enables querying and managing RetroAchievements data, including user profiles, …
56900
aryankeluskar
bibtex-mcp Claim
CLI and MCP server for fetching multiple BibTeX options from Google Scholar's v…
Showing 56851–56900 of 66495 servers