MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 3 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53701 |
YouTube Music MCP Server
Claim
Enables AI assistants to search for music and create/manage playlists on YouTub…
|
— | ||||||||
| 53702 |
runalyze-mcp-server
Claim
Enables AI assistants to access and analyze health metrics from Runalyze, inclu…
|
— | ||||||||
| 53703 |
constraint-mcp-server
Claim
Enables AI tools to interact with constraint theory tools for pitch snapping, m…
|
— | ||||||||
| 53704 |
Zero-Knowledge Cloud Drive for Humans and Agents. Client-side AES-256-GCM encry…
|
— | ||||||||
| 53705 |
Endpoint AIops
Claim
Governed managed-endpoint ops — login-storm & drift analysis, 13 MCP tools with…
|
— | ||||||||
| 53706 |
revit-mcp
Claim
Enables AI to interact with Revit via MCP, allowing data retrieval and element …
|
— | ||||||||
| 53707 |
Commercializer
Claim
Commercial strategy for medical device and life-science companies, read from th…
|
— | ||||||||
| 53708 |
Railway MCP Server
Claim
Manage your Railway.app infrastructure effortlessly. Deploy services, manage va…
|
— | ||||||||
| 53709 |
Co-Reading MCP
Claim
A local MCP server that gives Claude a durable reading room for EPUB and plain …
|
— | ||||||||
| 53710 |
Bibliography Search MCP
Claim
A multi-source academic bibliography search server that retrieves papers from 7…
|
— | ||||||||
| 53711 |
jdtls-mcp
Claim
Wraps the Eclipse JDT Language Server to enable AI assistants to understand Jav…
|
— | ||||||||
| 53712 |
mcp-buy123-vendor
Claim
Read-only MCP server for buy123 vendor portal, enabling AI assistants to query …
|
— | ||||||||
| 53713 |
Greenloom CAD MCP Server
Claim
Enables automated CAD operations via natural language, supporting both AutoCAD …
|
— | ||||||||
| 53714 |
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
|
— | ||||||||
| 53715 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
|
— | ||||||||
| 53716 |
yt-mcp-server-odoo
Claim
An MCP server that enables AI assistants to interact with Odoo ERP, allowing na…
|
— | ||||||||
| 53717 |
Cerebro MCP
Claim
Enables non-coders to build software by describing ideas in natural language, o…
|
— | ||||||||
| 53718 |
os-control-mcp
Claim
Controls a Linux host through structured interfaces like systemd, journald, and…
|
— | ||||||||
| 53719 |
vibevoice-asr
Claim
Local speech-to-text transcription using Microsoft's VibeVoice-ASR model with s…
|
— | ||||||||
| 53720 |
college-aid-mcp
Claim
Searches US colleges and scholarships using government data, enabling compariso…
|
— | ||||||||
| 53721 |
weather
Claim
Provides weather information for any city through the Model Context Protocol.
|
— | ||||||||
| 53722 |
x-crm
Claim
|
— | ||||||||
| 53723 |
powerbi-mcpb
Claim
MCP Bundle for local Power BI report files, enabling scanning, reading, and ext…
|
— | ||||||||
| 53724 |
archivist
Claim
Provides read-only SRD lookup and deterministic enrichment tools for D&D 5e con…
|
— | ||||||||
| 53725 |
Verifly
Claim
Email verification for AI agents — verify, clean & validate emails; self-onboar…
|
— | ||||||||
| 53726 |
FRED Economic Data
Claim
FRED economic data: GDP, inflation, unemployment, rates, and 800k+ Federal Rese…
|
— | ||||||||
| 53727 |
merk.a2a
Claim
a2a b2b protocol
|
— | ||||||||
| 53728 |
mnemo-mcp
Claim
Portable cognitive memory for AI agents with semantic search, decay, and dedupl…
|
— | ||||||||
| 53729 |
Crypto Options Desk MCP
Claim
An MCP server that gives an LLM agent a typed, audited tool surface over quant …
|
— | ||||||||
| 53730 |
fcc-broadband-mcp-server
Claim
FCC broadband availability, coverage analysis, and digital divide data for US g…
|
— | ||||||||
| 53731 |
stock-analysis-mcp
Claim
A Model Context Protocol (MCP) server for interacting with MongoDB stock data t…
|
— | ||||||||
| 53732 |
mcp-arcgis-roanoke
Claim
Provides tools to search and query open geospatial datasets from the City of Ro…
|
— | ||||||||
| 53733 |
data-bs-mcp
Claim
MCP server for querying Huwise/Opendatasoft data portals. Enables dataset searc…
|
— | ||||||||
| 53734 |
mem0-mcp-toggle
Claim
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
|
— | ||||||||
| 53735 |
Remove vocals, extract instrumentals, and split any song into up to six stems —…
|
— | ||||||||
| 53736 |
mcp-waifu-chat
Claim
Enables chatting with an AI waifu character through MCP tools, with user manage…
|
— | ||||||||
| 53737 |
xendit-mcp
Claim
MCP server for Xendit payment gateway (Indonesia/Philippines) that provides too…
|
— | ||||||||
| 53738 |
MCP Server
Claim
A modular Model Control Protocol server that provides tools for GitHub reposito…
|
— | ||||||||
| 53739 |
Enables CRUD operations on inventory items stored in Azure Cosmos DB via MCP to…
|
— | ||||||||
| 53740 |
BlueAgent x402 Services
Claim
Pay-per-use AI security and research tools for autonomous agents on Base, enabl…
|
— | ||||||||
| 53741 |
DSers MCP Product
Claim
An MCP server that automates importing products from AliExpress, Alibaba, and A…
|
— | ||||||||
| 53742 |
mcp-geoapify
Claim
Wraps the Geoapify Location Platform to enable geolocation and map data access …
|
— | ||||||||
| 53743 |
alpine-mcp
Claim
Provides the complete Alpine.js documentation as resources, enabling AI assista…
|
— | ||||||||
| 53744 |
Manages projects, requirements, and knowledge entries with full-text search via…
|
— | ||||||||
| 53745 |
Screen names against OFAC, EU, UK, UN sanctions lists; resolve entities via GLE…
|
— | ||||||||
| 53746 |
Semesters MCP Server
Claim
Enables AI assistants to build trauma-informed, dyslexia-friendly educational s…
|
— | ||||||||
| 53747 |
Reddit MCP Server
Claim
Enables Claude to search Reddit posts, monitor subreddits, read comments, and s…
|
— | ||||||||
| 53748 |
Second Brain
Claim
Persistent, semantically-searchable memory for AI agents using local PostgreSQL…
|
— | ||||||||
| 53749 |
Lupa MCP Server
Claim
Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
|
— | ||||||||
| 53750 |
mcp-universal-crawler
Claim
Enables AI to autonomously search, filter, and download images from the web usi…
|
— | ||||||||