MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 4 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56201 |
crawlio-browser
Claim
Bridge a live Chrome browser to your agent: 150 tools for capture, extraction, …
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| 56202 |
classquill-mcp
Claim
Read-only MCP server for ClassQuill, a tutoring-business-management platform.
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| 56203 |
google-ads-mcp
Claim
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
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| 56204 |
RawTree MCP Server
Claim
Enables querying, inserting, and managing unstructured data in RawTree via SQL,…
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| 56205 |
Coppermind CMO
Claim
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
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| 56206 |
agent-memory-mcp
Claim
Enables persistent, graph-based memory for AI agents, allowing them to store, t…
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| 56207 |
dock-ai
Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
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| 56208 |
socialmemory-mcp
Claim
Enables local AI agents to search, read, and manage a user's saved X likes and …
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| 56209 |
KiCad MCP Pro
Claim
AI-powered PCB and schematic design with KiCad. Works with Claude, Cursor, VS C…
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| 56210 |
sql-assistant-mcp
Claim
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
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| 56211 |
deptrust
Claim
deptrust is a CLI that checks package versions for known vulnerabilities across…
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| 56212 |
AgentCron
Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
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| 56213 |
listingflow-mcp
Claim
50 AI prompts for real estate listing agents — CMA, MLS, buyer presentations
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| 56214 |
multi-mail-mcp
Claim
Local-first MCP server for agents that need to work across multiple Gmail and M…
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| 56215 |
MCP Express on Netlify
Claim
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
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| 56216 |
Mirrors
Claim
AI agent testing: replay real sessions against a rebuilt staging environment to…
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| 56217 |
D-Tools MCP Server
Claim
A production-ready MCP server that connects AI assistants to the D-Tools System…
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| 56218 |
semblecodesearchgate-mcp
Claim
Paid remote MCP for agent code search routing MCP, structured receipts, audit l…
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| 56219 |
slskd-mcp
Claim
An MCP server that gives AI agents full control over slskd, a modern Soulseek c…
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| 56220 |
Gmail integration with OAuth authentication, message search, batch operations, …
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| 56221 |
NotebookLM MCP Server
Claim
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
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| 56222 |
Infura MCP Server
Claim
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
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| 56223 |
mcp-file-roots-demo
Claim
Enables interactive chat with AI models via Anthropic API, with controlled file…
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| 56224 |
EDINET DB MCP Server
Claim
Structured financial data for ~3,800 Japanese listed companies from EDINET regu…
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| 56225 |
Natural language interface designed for agentic applications to manage and sear…
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| 56226 |
memsprout
Claim
shared AI-context layer for teams — persistent memory your agents search and up…
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| 56227 |
Chess MCP
Claim
A powerful chess engine and game server built with the Model Context Protocol (…
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| 56228 |
PubMed MCP Server
Claim
A local MCP server enabling PubMed, PMC, and iCite API access via stdio for too…
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| 56229 |
Licensed, rights-cleared content for AI agents - verifiable license keys + EU A…
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| 56230 |
Noemic
Claim
Someone to talk to, for your user: coaches, mentors, accountability partners. F…
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| 56231 |
fast_award_screener_mcp
Claim
Screens DIBBS RFQs for micro-purchase viability using deterministic logic witho…
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| 56232 |
supabase-godmode-v2
Claim
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| 56233 |
guardian-mcp-server
Claim
Guardian Open Platform — search and retrieve full article text from The Guardia…
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| 56234 |
plantuml_web
Claim
A web-based PlantUML frontend with MCP server integration, enable plantuml imag…
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| 56235 |
An MCP server that enables LLMs to interact with Ashby's Applicant Tracking Sys…
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| 56236 |
Daimon
Claim
A local daemon for macOS that gives any MCP-capable AI client eyes, hands, and …
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| 56237 |
vasttrafik-mcp-server
Claim
Greet anyone by name with friendly, customizable salutations. Learn the origin …
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| 56238 |
BFT Progress Council MCP — 5-voter Byzantine council halts agentic loops when n…
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| 56239 |
america-law-graph
Claim
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
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| 56240 |
Virga Weather
Claim
Weather API tools — current, hourly, daily forecasts, and historical data.
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| 56241 |
Renfe MCP Server
Claim
Enables querying Renfe train schedules, checking prices, and finding stations a…
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| 56242 |
figma-docs-mcp
Claim
Local MCP server that transforms Figma documentation and business rules into a …
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| 56243 |
Enables semantic search over your Cursor IDE chat history by vectorizing prompt…
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| 56244 |
BridgeDesk
Claim
A desktop launcher and local MCP workspace server that enables ChatGPT and othe…
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| 56245 |
tavily-firecrawl-mcp
Claim
A Model Context Protocol server for web scraping and searching, with automatic …
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| 56246 |
recall
Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
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| 56247 |
Metasploit MCP Server
Claim
Provides AI assistants with secure access to Metasploit Framework functionality…
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| 56248 |
Mandem FC Agent
Claim
Self-hosted football social-media agent that drafts posts, generates assets, an…
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| 56249 |
sorsa-mcp
Claim
MCP server for the Sorsa.io X/Twitter data API
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| 56250 |
OntoRamp Graph Query
Claim
Architecture-grounded query for AI agents. Governance constraints, system depen…
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