MCP Server Quality Scores
Independent quality analysis of 68351 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67301 |
nexus-memory
Claim
A zero-dependency, file-based persistent memory system for AI agents with tiere…
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| 67302 |
notification-mcp
Claim
An MCP server that lets AI assistants send spoken audio notifications using hig…
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| 67303 |
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| 67304 |
EVM Copilot
Claim
Competitive intelligence for the EVM ecosystem. Search 18,000+ projects, 1,500+…
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| 67305 |
testnasiko
Claim
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| 67306 |
yt-analytics-mcp
Claim
MCP server for YouTube channel deep analytics, extracting transcripts and compu…
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| 67307 |
Lovable MCP Server
Claim
Enables AI assistants to programmatically generate Lovable Build URLs to create…
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| 67308 |
Intercom MCP Server
Claim
An MCP server that exposes Intercom tools to Claude Desktop and sends a daily s…
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| 67309 |
engrams
Claim
Gives AI assistants persistent, queryable project memory for decisions, pattern…
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| 67310 |
Enables AI assistants like Claude to navigate git repository history, providing…
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| 67311 |
Fundchain
Claim
Crypto crowdfunding for AI agents. Create campaigns, accept ETH/USDC via x402 p…
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| 67312 |
Comprehensive MCP server for Google Workspace with 95+ tools to manage Docs, Sh…
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| 67313 |
meta-ads-manager-mcp
Claim
Enables users to create, manage, and monitor Meta (Facebook/Instagram) ad campa…
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| 67314 |
FS-MCP
Claim
Provides Claude with complete file system integration including directory manag…
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| 67315 |
Memryzed
Claim
Local-first cross-agent memory for AI coding agents. Persistent, shared memory …
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| 67316 |
mcp_sqlite_memory_bank
Claim
Dynamic SQLite memory bank with semantic search, table management, and knowledg…
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| 67317 |
tdhc
Claim
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| 67318 |
Alan's Date Time MCP
Claim
Provides current date, time, and datetime with optional timezone support (local…
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| 67319 |
flight-search-mcp-server
Claim
Enables AI assistants to search for real-time flights between airports using th…
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| 67320 |
excel
Claim
IA for excel
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| 67321 |
Server MCP
Claim
Provides math and weather tools accessible via LangGraph agent using MCP protoc…
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| 67322 |
Crankly
Claim
MCP server for structured public vehicle data from StartMyCar, providing tools …
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| 67323 |
Beeper Texts MCP Server
Claim
Local-only MCP server that exposes Beeper Texts data (messages, chats, contacts…
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| 67324 |
AI-optimized MCP server for PineScript v6 development, providing comprehensive …
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| 67325 |
self-mcp-server
Claim
FastMCP server for querying FRED financial and macroeconomic data, providing to…
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| 67326 |
A production-grade, type-safe MCP server for memory forensics via Volatility 3,…
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| 67327 |
decroche-mcp
Claim
Deterministic MCP server for job-landing pipeline that parses CVs into validate…
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| 67328 |
MCP Server for ZeroEntropy collections, top documents and rerankers
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| 67329 |
Arcane Docker MCP Server
Claim
Enables managing Docker environments through Arcane via natural language, provi…
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| 67330 |
Obsidian MCP Wrapper
Claim
Enables Claude Desktop to securely search and retrieve knowledge from an Obsidi…
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| 67331 |
SiYuan MCP Server
Claim
Enables AI assistants to interact with SiYuan Note through its API, supporting …
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| 67332 |
infraveil-guard
Claim
A cooperative guardrail for AI agents that blocks destructive shell commands, S…
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| 67333 |
MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of …
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| 67334 |
SmartSuite MCP Server
Claim
A locally-hosted MCP server enabling AI agents to securely interact with SmartS…
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| 67335 |
sessemi-mcp
Claim
Enables AI agents to scrape websites protected by Cloudflare, DataDome, and Aka…
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| 67336 |
gift-cards
Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
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| 67337 |
ai-analyst
Claim
Enables natural language data queries with statistical rigor and a semantic lay…
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| 67338 |
trip-search-mcp
Claim
Enables Claude to plan trips by performing live searches against Google Flights…
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| 67339 |
Playwright MCP
Claim
Enables browser automation through Playwright using accessibility tree snapshot…
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| 67340 |
YNAB MCP Server
Claim
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
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| 67341 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 67342 |
Unofficial read-only MCP server for your local WhatsApp chat history (stays on …
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| 67343 |
google-ads-mcp
Claim
Enables interaction with Google Ads API through MCP, allowing search and listin…
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| 67344 |
mcp-trust-demo
Claim
An intentionally vulnerable MCP server designed as a live demo target for the M…
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| 67345 |
voice-mcp
Claim
Complete voice interaction server supporting speech-to-text, text-to-speech, an…
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| 67346 |
StarUML MCP Server
Claim
Enables AI to remotely control StarUML for generating UML diagrams (use case, c…
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| 67347 |
github-repo-summarizer
Claim
An MCP server that turns any public GitHub repository into a PDF report contain…
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| 67348 |
SAP RFC MCP Server
Claim
A Model Context Protocol (MCP) server that provides seamless integration with S…
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| 67349 |
Cariot MCP Server
Claim
Enables querying Cariot APIs for fleet management data, including alcohol check…
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| 67350 |
mcp_flutter
Claim
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