MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42451
marcelofmatos
An MCP server that enables AI assistants to execute SQL queries, list tables, a…
42452
creschendo
obsidianMCP Claim
Provides Claude with read, search, and write access to an Obsidian vault throug…
N/A N/A
42453
universal-mcp
Provides a standardized interface for interacting with Ahrefs's tools and servi…
81
42454
PickAID
MCP server that helps AI agents inspect Minecraft project evidence (crash logs,…
N/A N/A
42455
jams4code
cypress-mcp Claim
MCP server that gives AI coding agents full control over Cypress test execution…
N/A N/A
42456
MsgMesh Claim 1
Event bus for AI agents: watch_topic long-polls live events; manage topics, sch…
N/A N/A 69
42457
znz-systems
mcp-meet Claim 1
One-click Google Meet scheduling and Apple Calendar mirroring with smart availa…
N/A N/A 83
42458
AI-Scarlett
Enables read-only interaction with App Store Connect via MCP tools, including l…
N/A N/A
42459
amarodeabreu
Sensei MCP Claim
Multi-persona engineering mentor with 64 specialized AI personas that injects e…
N/A N/A
42460
elestirelbilinc-sketch
vap-showcase Claim
AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, bu…
42461
JOSETRA44
Enables AI agents to access economic statistics from the Central Reserve Bank o…
81
42462
phedkvist
Fetches and parses documentation from llms.txt files to enable AI assistants to…
N/A N/A
42463
Marary
Enables sending emails (including mass emailing), querying, updating, and cance…
42464
liqi888
Generates ProcessOn mind maps from Markdown content. Provides tools to check AP…
42465
vexxhost
MCP server for Microsoft To Do that enables managing task lists, tasks, and che…
N/A N/A
42466
Navneet1710
Enables Claude to directly access, query, and analyze local CSV files using nat…
N/A N/A
42467
axiosdevs
AgentsCoin Claim
Give your AI agent its own money. AgentsCoin MCP lets an agent create a wallet,…
N/A N/A
42468
iamrichardD
AI-optimized MCP server for PineScript v6 development, providing comprehensive …
N/A N/A
42469
insinuateai
prova-mcp Claim
An MCP server that exposes the Prova reasoning verifier, enabling AI agents to …
42470
jaskirat1616
Fusion360MCP Claim
Enables AI-powered CAD automation in Autodesk Fusion 360 through natural langua…
N/A N/A 95
42471
biccio
A generic MCP (Model Context Protocol) server for any Hugo blog, deployed on Cl…
42472
cloud9charts
Knowi-mcp Claim
Knowi’s MCP server gives AI tools full access to the entire analytics workflow.…
42473
jason07289
gitlab-mcp Claim
A FastMCP server for GitLab 16.x that enables project, MR, pipeline, and commit…
42474
nicholaspsmith
Glancey Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
N/A N/A
42475
itarunnn
jp-lit-mcp Claim
An MCP server for Japanese literature research that provides unified search acr…
42476
TunnelMind
Scry Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
42477
ranielbnunes
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
N/A N/A 95
42478
BeTrusty
Enables to calculate property prices and check availability via BeTrusty API, s…
42479
fireflyfabs
498 MCP tools across 12 industry verticals. Marketplace, escrow, DeFi, legal, h…
81
42480
lemaiwo
A config-driven MCP server that exposes OData and REST APIs as MCP tools, enabl…
N/A N/A
42481
hamada-minoro
A centralized MCP server for internal technical documentation that integrates w…
N/A N/A
42482
you922
Enables AI-powered multi-account Telegram management with over 123 tools for me…
42483
rostradamus
klaws Claim
Scans source code for possible Korean compliance risks (PIPA, Network Act, Cred…
42484
xcdd
MCP server for persistent SSH sessions with tmux integration, port forwarding, …
N/A N/A
42485
shubhamauti9
A production-ready MCP server template that connects LLMs and AI agents to exte…
N/A N/A
42486
geekjourneyx
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
N/A N/A
42487
nivaya
chron Claim
Timestamped audit log for every AI conversation — stored locally in SQLite, own…
N/A N/A
42488
dudi07
Provide real-time weather information and forecasts to your applications. Enabl…
N/A N/A 95
42489
SpikeyCoder
AI visibility + site audits: see if ChatGPT, Perplexity, Claude & Gemini recomm…
N/A N/A
42490
abhayshakya1
Enables interaction with the Upstox trading API via natural language to fetch u…
81
42491
pipeworx-io
mcp-ibge-br Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
42492
snapsynapse
Public-record corpus of AI litigation, regulation, and enforcement, anchored to…
N/A N/A
42493
Nolpak14
getregdata Claim
Official business-registry data - KYC/AML, UBO, credit-risk, adverse media acro…
N/A N/A
42494
Paulpey13
Enables natural language interaction with the Labguru laboratory management sys…
42495
danielJL-altius
Enables shopping at Tiv Taam grocery store through Claude, including recipe par…
N/A N/A
42496
xplusplusai
Enables AI assistants to search and analyze Microsoft Dynamics 365 Finance & Op…
42497
rainermokros
rues Claim
Enables querying the Colombian Business Registry (RUES) for company searches by…
N/A N/A
42498
Rocketech-Software-Development
Provides accurate meeting transcription with speaker diarization and multilingu…
42499
asicojp
sparksheets Claim
Enables AI-powered document platform integration for Claude Code, Cursor, and C…
42500
arsalannkhann
Theta-MCP Claim
A comprehensive sales automation platform combining Model Context Protocol (MCP…
N/A N/A
Showing 42451–42500 of 67197 servers
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