MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41001
desktop-commander
Hosted MCP server connecting claude.ai, ChatGPT and other AI apps to your own c…
41002
kubeflow
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
41003
BugTraceAI
reconftw-mcp Claim
Enables AI assistants to perform reconnaissance tasks using the reconFTW framew…
N/A N/A
41004
jlewitt1
Keshro MCP Claim
The intelligent execution layer for coding agents, exposed as an MCP server for…
N/A N/A
41005
robderstadt
MCP server that enables AI assistants to access real-time vessel tracking, port…
41006
borgels
Enables identity provisioning and management for Microsoft 365/Entra ID via Mic…
41007
NeoAIResearch
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…
N/A N/A
41008
myx0423
A MCP server that gives Claude Code and other AI assistants long-term memory by…
N/A N/A
41009
wendou-chen
MCP fallback that launches and monitors local codex exec agents when native sub…
N/A N/A
41010
ankit-jhajhria
MCP server to start, monitor, search, and detect errors in logs from any projec…
N/A N/A
41011
Direction6275
MCP server that gives LLMs live access to warcraft.wiki.gg API documentation wi…
41012
McCullonas
Enables querying Swiss public transport (trains, buses, trams, boats) for stati…
41013
jezweb
Provides weather data, forecasts, air quality, and location services via OpenWe…
41014
ramandimbinirina
powerBI-mcp Claim
Automates Power BI dashboard creation by selecting templates, mapping dataset s…
N/A N/A
41015
VISystems
Provides production-grade starter templates for MCP servers with permission bou…
N/A N/A
41016
caseman72
Enables monitoring and control of SwitchBot devices (temperature sensors, plugs…
41017
Inform-Growth
Demonstrates Inform Growth's Camber Core platform using a fictional B2B SaaS co…
41018
RynneSpin
renxt-mcp Claim
Provides access to Blackbaud Raiser's Edge NXT API for constituent management, …
N/A N/A
41019
kattatzu-resources
MCP Server Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
41020
annoft
MCP server for reading World of Warcraft client files via CASC storage, enablin…
N/A N/A
41021
ptbsare
FastMCP server to interact with the Overseerr API for movie and TV show request…
41022
liatrio-labs
Bridges AI coding assistants with the OpenTelemetry ecosystem, providing real-t…
41023
ericbuess
Enables AI assistants to interact with Limitless AI Pendant recordings, search,…
41024
pipeworx-io
Enables access to the Bhagavad Gita, a Hindu scripture, through natural languag…
41025
royola1108
Disco Engine Claim
Enables AI agents to play Disco Elysium through MCP protocol, with a SQLite ROM…
41026 N/A N/A 95
41027
ChangooLee
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
41028
NachaFromMars
Automates Facebook Page management via Graph API, enabling posting, comment mod…
41029
Seboostian02
An MCP server for playing the Italian card game Scopa, supporting 2-4 players, …
41030
DaveFan-NCHC
Provides aerodynamic analysis tools through MCP, enabling geometry generation, …
41031
pipeworx-io
Enables querying the abuse.ch MalwareBazaar database for malware samples by tag…
41032
aturio
Search Indonesian regulations from any MCP-compatible AI assistant. Pasal.id g…
81
41033
ja-roque
Enables posting development progress to DayBy.dev with automatic local sanitiza…
N/A N/A
41034
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
81
41035
akshay-nm
MCP server for TypeScript type resolution and dependency graph analysis using t…
N/A N/A
41036
us-all
Google Drive + Workspace MCP — 98 tools for Docs, Sheets, Slides, Shared Drives…
41037
jordan23wagner-ops
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
41038
helixbox
PubFi MCP Claim
Enumerate and inspect PubFi capabilities, then execute an exact selected route.
41039
alexander-kastil
smithery Claim
N/A N/A 95
41040
guptaprakhariitr
Enables Indic-language transliteration and normalization of Indian names and ad…
41041
officechbusinessservices-creator
A personal code snippet library for Claude, enabling saving, searching, and man…
N/A N/A
41042
carhaix
ProxVanta Claim
Access your ProxVanta AI setup: teams, contexts, workflows, tools, and more.
41043
808bits
Every NIST FIPS 140 certificate, plus the modules-in-process queue NIST publish…
41044
hassenhamdi
ArXiv Search Claim
Simple CLI tool and MCP server for searching arXiv papers via ArXiv Xplorer API.
41045
AlexAI-MCP
Enables querying a plant knowledge graph for companion planting, climate suitab…
41046
WenfengGu
Enables Claude Code to read and modify Power BI data models locally, including …
N/A N/A
41047
pipeworx-io
mcp-bungie Claim
Enables querying Destiny 2 player data, profiles, clans, and stats through the …
41048
0xadvait
Enables users to plan, coordinate, and govern multi-agent teams using MongoDB f…
41049
nickperrott
Enables Plex Media Server administration including library management, media fi…
N/A N/A
41050
panxingfeng
A privacy-friendly web search MCP server using SearXNG, enabling searches acros…
Showing 41001–41050 of 67197 servers
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