MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38701
ValentinoWang
Portable governance control-promotion CLI and MCP server.
N/A N/A
38702
sheldonrobinson
A cross-platform MCP server implementing the Ralph Loop iterative development t…
N/A N/A
38703
pipeworx-io
Enables AI agents to search and query Los Angeles County open geospatial datase…
38704
davidmosiah
withingsmcp Claim
Privacy-first, unofficial Withings MCP server for AI health, sleep, activity an…
N/A N/A
38705
fletton
Cut Text Claim
Provide a minimal MCP server scaffold to help developers quickly build and test…
N/A N/A 95
38706
daaru00
A framework to deploy MCP servers on AWS using serverless services like Lambda,…
38707
Nikeandocean
Enables carbon accounting by matching activities to emission factors via semant…
N/A N/A
38708
V1xel
mixamo-mcp Claim
Enables Claude Code to automate Mixamo: browse/search animations, upload custom…
N/A N/A
38709
DochertyDev
time-mcp Claim
Lightweight MCP server providing system time tools (current time, date, datetim…
N/A N/A
38710
senzg
Enables Claude to search for geo entities such as cities, airports, and hotels …
38711
DilmurodMak
Provides real-time weather information for any location using FastMCP.
38712
yurukusa
Enables AI agents to query Japanese public data (laws, corporations, statistics…
38713
pradeepjc
Exposes GitHub Copilot premium request usage as an MCP tool, providing a breakd…
38714
Dutta-SD
A web-fetch MCP server for LLM agents that fetches pages with an escalation lad…
N/A N/A
38715
dereknguyen269
A Model Context Protocol server providing persistent memory, knowledge base, an…
N/A N/A
38716
agishub
mcp Claim
AgisHub — pay-per-call tools for AI agents over x402 (USDC on Base). No API key.
38717
paraporoco
Enables mathematical computation via Wolfram Language/Mathematica integration, …
N/A N/A
38718
scjang01
Toss Securities (토스증권) Open API MCP server for the Korean stock market. Support…
N/A N/A
38719
reposit-bot
Enables AI agents to search, share, and vote on community knowledge solutions v…
38720
yannisgu
MCP server for Bitfocus Companion, enabling AI assistants to control buttons, t…
38721
eusef
A Model Context Protocol server that gives AI coding agents programmatic access…
38722
knowledge-forest
youtube-mcp Claim
Fast, minimal YouTube 'watch' engine for AI agents that extracts clean transcri…
N/A N/A
38723
memosr
base-gas-mcp Claim
Enables agents to fetch live Base mainnet gas prices by paying $0.001 USDC per …
38724
anh7
webdev-mcp Claim
Provides web development tools including taking screenshots and listing screens…
N/A N/A
38725
privatenesk
bookmark-mcp Claim
A bookmark management MCP server that enables saving, searching, and managing b…
38726 81
38727
btitkin
Owlyn MCP Claim
Time-aware work sessions for AI agents.
N/A N/A
38728
fe-m-bueno
mcp-me Claim
Transforms professional data (CV, projects) into MCP tools for LLMs to query, l…
N/A N/A
38729
contextium-io
mcp-server Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
N/A N/A 95
38730
TropinAlexey
Enables Claude AI to control Ableton Live and Max for Live, allowing music prod…
N/A N/A
38731
GatisOzols
Lets AI assistants classify an AI system under the EU AI Act, returning risk ti…
N/A N/A
38732
georgelue0321-vibe
Prevents premature AI coding by transforming vague product ideas into structure…
N/A N/A
38733
pipeworx-io
mcp-rentcast Claim
Wraps the Rentcast API to provide real estate data access for AI agents through…
38734
lokkaflokka
MCP hub server that aggregates tools from multiple domain packages into a singl…
N/A N/A
38735
Gliana-Labs
Hosted MCP server for browsing the GlianaAI model catalog with zero setup, prov…
38736
MobileVibe
telegram-mcp Claim
Enables LLMs to send notifications and receive responses via Telegram.
38737
alexandresanlim
A template MCP server using Domain-Driven Design, providing Bitcoin fee recomme…
N/A N/A
38738
hskksk
Enables AI assistants to interact with mem.ai memory through a standardized int…
38739
przyludzki
Enables interaction with Firefly III personal finance tools through natural lan…
38740
timmyzinin
Real-time salary data, job market trends, resume review, interview prep, and ca…
N/A N/A 95
38741
Steffen-W
MCP server for accessing and searching German federal law documents from gesetz…
N/A N/A
38742
Ajay-Kumar64
Provides tools for RAG-based financial document retrieval, financial calculatio…
38743
Clew-Code
mcp-coco Claim
Bridges OpenClaw and Hermes Agent, enabling multi-turn conversations, messaging…
N/A N/A
38744
jim-agent
Enables Claude to interact with NEAR smart contracts: read state, call view met…
N/A N/A
38745
niklaserik
effect-mcp Claim
A Model Context Protocol server that provides real-time access to Effect ecosys…
38746
ssasuoirafen
Enables AI assistants to manage Microsoft Teams through the Graph API, includin…
N/A N/A
38747
girste
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
N/A N/A 95
38748
i2mint
Deploy Python functions as authenticated MCP connectors for Claude.ai and other…
38749
Kynlos
ftp-mcp Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
38750
berntpopp
uniprot-link Claim
An MCP server that grounds protein research in the UniProt SPARQL endpoint, pro…
Showing 38701–38750 of 67181 servers
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