MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46901 |
Whissle MCP Server
Claim
Provides access to Whissle AI services for speech-to-text, speaker diarization,…
|
— | ||||||||
| 46902 |
mempalace memory
Claim
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
|
— | ||||||||
| 46903 |
MCP Python Server
Claim
A Python-based MCP server that exposes SQLite database CRUD and search operatio…
|
— | ||||||||
| 46904 |
danmaku-slides
Claim
Enables to present PDF slides with live bullet comments from audience, and to f…
|
— | ||||||||
| 46905 |
ynab-mcp
Claim
A Model Context Protocol server that enables Claude to interact with YNAB budge…
|
— | ||||||||
| 46906 |
Riddle MCP Server
Claim
Enables browser automation and debugging through the Riddle API, including taki…
|
— | ||||||||
| 46907 |
vibe-guard
Claim
MCP server that provides project guardrails including prior art research, proje…
|
— | ||||||||
| 46908 |
yifangyun-mcp-server
Claim
Enables AI agents to access Yifangyun cloud drive via MCP, supporting queries o…
|
— | ||||||||
| 46909 |
Network AIops
Claim
Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
|
— | ||||||||
| 46910 |
Muapi
Claim
Access 400+ generative AI models directly from your AI assistant — generate ima…
|
— | ||||||||
| 46911 |
receiptconverter-mcp
Claim
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
|
— | ||||||||
| 46912 |
AT Protocol MCP Server
Claim
Enables LLMs to interact with the AT Protocol ecosystem, including Bluesky, thr…
|
— | ||||||||
| 46913 |
mcp-dbpedia
Claim
Enables querying DBpedia's structured knowledge graph using SPARQL and lookup t…
|
— | ||||||||
| 46914 |
A configurable MCP server that enables creating custom analysis tools through J…
|
— | ||||||||
| 46915 |
MCP Europe Tools
Claim
Essential European data validation and formatting tools for AI agents. Validate…
|
— | ||||||||
| 46916 |
parking-helper
Claim
Enables users to manage parking sessions, track expiration times, and retrieve …
|
— | ||||||||
| 46917 |
sigsci-mcp-server
Claim
MCP server for Signal Sciences (Fastly NGWAF) API, providing progressive disclo…
|
— | ||||||||
| 46918 |
inavi-mcp
Claim
An MCP server for the iNavi Maps API that gives AI assistants iNavi Maps API sp…
|
— | ||||||||
| 46919 |
mcp-edgar
Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
|
— | ||||||||
| 46920 |
lightwave-mcp
Claim
Enables AI assistants to discover, connect to, and control LightWave3D Modeler …
|
— | ||||||||
| 46921 |
notion_summary_server
Claim
MCP server that automatically saves summaries of AI papers or stock articles to…
|
— | ||||||||
| 46922 |
ietf-imap-mcp
Claim
Enables searching, paging through, and reading IETF mailing-list archives via I…
|
— | ||||||||
| 46923 |
VkusVill MCP Server
Claim
MCP server for VkusVill grocery store, enabling product search, details retriev…
|
— | ||||||||
| 46924 |
cursor-doctor
Claim
An MCP server that audits a project for documentation, rules, skills, and knowl…
|
— | ||||||||
| 46925 |
DevsContext
Claim
DevsContext is an MCP server that provides AI coding agents with synthesized en…
|
— | ||||||||
| 46926 |
graph-lido-mcp
Claim
MCP server for querying Lido liquid staking protocol data via The Graph's decen…
|
— | ||||||||
| 46927 |
openclaw-health-mcp
Claim
MCP server for AI agent deployment health — gateway status, CPU/memory/swap, re…
|
— | ||||||||
| 46928 |
coinopai-mcp
Claim
Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropay…
|
— | ||||||||
| 46929 |
thinchain
Claim
MCP server that sanitizes bad broker data and compresses options chains 95% for…
|
— | ||||||||
| 46930 |
better-notes
Claim
A personal knowledge management MCP server that enables capturing daily notes, …
|
— | ||||||||
| 46931 |
Prowler MCP Server
Claim
Enables analysis of Prowler security scan results, providing detailed security …
|
— | ||||||||
| 46932 |
mcp-phish
Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
|
— | ||||||||
| 46933 |
subspace-api
Claim
Stateless MCP server providing tools for weather forecasts and alerts, real-tim…
|
— | ||||||||
| 46934 |
xiaozhi-music-railway
Claim
Music MCP WebSocket server enabling multi-platform music search and playable UR…
|
— | ||||||||
| 46935 |
SmartPro MCP Server
Claim
A basic skeleton for building MCP servers with Supabase-based authentication, R…
|
— | ||||||||
| 46936 |
FTC Platform MCP Server
Claim
A standalone MCP server that provides AI tools by proxying requests to the FTC …
|
— | ||||||||
| 46937 |
MCP Trust Gateway
Claim
Enables trust, reputation, and economic accountability for MCP by proxying betw…
|
— | ||||||||
| 46938 |
crypto-earn-mcp
Claim
Provides market data and user position information from earn providers like AAV…
|
— | ||||||||
| 46939 |
puterMCP
Claim
MCP server that bridges LLM environments with Puter's free image generation API…
|
— | ||||||||
| 46940 |
Dual Model MCP Server
Claim
Queries Claude Sonnet 4.6 and OpenAI GPT-5.5 in parallel via OpenRouter, return…
|
— | ||||||||
| 46941 |
Canvas-MCP
Claim
Render hierarchical system diagrams as PNGs from YAML definitions using a four-…
|
— | ||||||||
| 46942 |
A Python MCP server that connects to an Inventory Management System, providing …
|
— | ||||||||
| 46943 |
Homebox MCP Server
Claim
Enables AI assistants to interact with a Homebox inventory system to search, cr…
|
— | ||||||||
| 46944 |
the-mogiyoon-mcp
Claim
Enables controlling a game character, drawing on a canvas, and running chemistr…
|
— | ||||||||
| 46945 |
mcp-gh
Claim
|
— | ||||||||
| 46946 |
Captures browser console messages (log, warn, error, etc.) and makes them avail…
|
— | ||||||||
| 46947 |
mcpify
Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
|
— | ||||||||
| 46948 |
splunk-mcp-server
Claim
A lightweight, extensible MCP server for Splunk Enterprise that enables secure,…
|
— | ||||||||
| 46949 |
IDA Pro MCP Multi
Claim
Extends IDA Pro with multi-instance support and vulnerability scanning for AI-a…
|
— | ||||||||
| 46950 |
Value Investing Agent
Claim
An AI-powered MCP server for value investors. Analyze stocks using principles f…
|
— | ||||||||