MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33951
lensesio
AI agent skills for building, operating and troubleshooting Apache Kafka applic…
N/A N/A
33952
mfic
Enables managing Wiki.js pages via the GraphQL API, including listing, searchin…
N/A N/A
33953
markobullrush
Bridges Motion's AI-powered calendar and task management API with LLMs, enablin…
33954
jordan23wagner-ops
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
33955
rfalexandre
Pharus MCP Claim
A Python MCP server for integrated discovery and querying of investigative serv…
81
33956
phd-peter
Enables Codex to interact with the user's local OmniFocus database on macOS, al…
N/A N/A
33957
officechbusinessservices-creator
A personal code snippet library for Claude, enabling saving, searching, and man…
N/A N/A
33958
guinacio
MCP server integrating multiple Google Workspace services including Gmail, Cale…
N/A N/A
33959
atomno-mcp
CBR exchange rates and key rates for Russia. MCP tools for finance agents.
N/A N/A
33960
ApsidD
Enables AI assistants to access files and terminal of a local computer via a pu…
N/A N/A
33961
panxingfeng
A privacy-friendly web search MCP server using SearXNG, enabling searches acros…
33962
zilibobi
Enables AI agents to interact with the VFX Forge Roblox plugin for creating and…
N/A N/A
33963
tghanchidnx
mdx-mcp Claim
Enables natural language querying of OLAP/SSAS cubes with verified MDX generati…
33964
nickperrott
Enables Plex Media Server administration including library management, media fi…
N/A N/A
33965
Malnati
Mermaid to assets. Source code to maps. MCP for agents.
N/A N/A
33966
parkseokjune
A hybrid AI chess coach MCP server that uses Stockfish for grounded evaluation …
N/A N/A
33967
mozi-app
Enables AI agents to interact with a local Mermaid diagram editor via MCP, allo…
N/A N/A
33968
flaco-source
altium-mcp Claim
Enables querying PCB and schematic data and driving DelphiScript automation in …
N/A N/A
33969
johnisanerd
Enables querying the Apify Store to retrieve structured data on public Actors i…
33970
djmarat
skillhub-mcp Claim
An MCP server that lets AI agents search, view, install, and validate skills fr…
N/A N/A
33971
luciVuc
Shell MCP Claim
A production-ready MCP server that enables AI assistants to execute shell comma…
33972
blangys
MCP server providing real-time aviation weather data (METAR, TAF, PIREPs, AIRME…
33973
curlymolelabs
Supericons Claim
Semantic SVG icon search and recommendations for AI coding agents.
33974
hermannhahn
Unified MCP server with a web admin panel for dynamic tool and configuration ma…
N/A N/A
33975
us-all
MLflow — 82 tools across experiments, runs, registered models, model versions, …
N/A N/A
33976
CedricConday
Enables interaction with the Centrapay payments API for testing NZ payment flow…
33977
sameeroz
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
N/A N/A
33978
InovArcAi
Enables Claude AI to query Google Search Console data and manage properties via…
33979
livemau5
A hybrid Mailchimp MCP server with 12 tools: 10 native tools for common email w…
N/A N/A
33980
Decentralized-Data-Marketplace
Enable seamless integration with decentralized data marketplaces by providing a…
N/A N/A 95
33981
shuangzixing1976
Bazi MCP Claim
MCP server for accurate Bazi calculations, enabling personality analysis, desti…
33982
AdairBear
An MCP server that gives Claude direct access to TradersPost webhook trading. S…
33983
Tairon-ai
Enables interaction with the Sonic blockchain including wallet management, toke…
33984
gzmagyari
Enhanced MCP server for full computer control: mouse, keyboard, screenshots, OC…
N/A N/A
33985 N/A N/A 95
33986
georgejeffers
An MCP server for interacting with the Etsy API, enabling listing management, s…
N/A N/A
33987
imnotdev25
paper-mcp Claim
Enables retrieval of academic paper metadata, PDFs, full text, citations, and r…
33988
entrepeneur4lyf
MCP server for comprehensive code analysis, navigation, and quality assessment …
N/A N/A
33989
linera-io
Enables Claude to increment and query a counter deployed on the Linera blockcha…
N/A N/A
33990
wastelandgoats
Enables AI-powered modding for Arma Reforger with 50 tools for API search, code…
N/A N/A
33991
LckAndLove
sshops Claim
A lightweight, zero-agent SSH operations tool that enables remote command execu…
N/A N/A
33992
iterorganization
IMAS Codex Claim
Provides AI assistants with natural language access to IMAS data structures and…
33993
deepmajithia
Provides retirement planning computations for AI agents, including Monte Carlo …
N/A N/A
33994
Desearch-ai
Desearch AI Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
N/A N/A 95
33995
Rug-Munch-Media-LLC
33 crypto security tools via x402 micropayments. Auto-refund guarantee. $0.01-$…
33996
CyberSealNull
Enables AI to autonomously play the TokenLife text-based life simulation game, …
N/A N/A
33997
robawolf
n8nmcp Claim
N/A N/A 95
33998
lilyzhng
Bridges Discord channels to Cursor's headless agent, enabling always-on Discord…
33999
verdier
Enables AI assistants to control and query smart home devices through Homey Pro…
N/A N/A
34000
agentrix-ai
Enables AI agents to interact with the ClawdChat social network, allowing them …
Showing 33951–34000 of 66549 servers
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