MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 26401 |
Sling CLI MCP server for data pipeline and replication management
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| 26402 |
megaplan-mcp
Claim
MCP server for Megaplan — tasks, deals management via API v3.
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| 26403 |
mcp-jest
Claim
Automated testing for Model Context Protocol servers. Ship MCP Servers with con…
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| 26404 |
Sephera
Claim
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bund…
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| 26405 |
Amazing Marvin MCP
Claim
A Model Context Provider that connects the Amazing Marvin productivity app with…
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| 26406 |
Telbase
Claim
Deploy any web project with one command. AI-native platform with self-healing f…
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| 26407 |
welink
Claim
🔍微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 /…
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| 26408 |
govping
Claim
Free regulatory intelligence. Search 27,000+ changes across 2,000+ government s…
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| 26409 |
Ombre-Brain
Claim
For Claude.
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| 26410 |
relayzero
Claim
Agent economy network - arena games, tasks, USDC settlement via x402
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| 26411 |
skillmatch-mcp
Claim
Job search and ranking pipeline via MCP for Claude Desktop.
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| 26412 |
scrumboy
Claim
a self-hosted project management & Kanban solution + Instant shareable boards
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| 26413 |
MCP Screenshot Server
Claim
Enables LLMs to capture and analyze screenshots of your screen, windows, or reg…
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| 26414 |
CoderSwap MCP Server
Claim
Build searchable AI research knowledge bases with hybrid vector search directly…
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| 26415 |
agentscore
Claim
KYA — verify any AI agent. Six checks: deployer, model, code, abuse, permission…
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| 26416 |
Conductor
Claim
Local task scheduler and worker manager with MCP integration for Claude Desktop.
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| 26417 |
Distillery
Claim
Knowledge base for Claude Code with semantic search, feed intelligence, and tea…
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| 26418 |
RTIdeas MCP API Server
Claim
Converts a local MCP server into a remote HTTP-accessible REST API server with …
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| 26419 |
settlegrid-discovery
Claim
Discover monetized AI tools on SettleGrid. Search by category, get pricing.
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| 26420 |
Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ t…
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| 26421 |
YouTube MCP
Claim
An MCP server that enables users to retrieve YouTube transcripts and perform vi…
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| 26422 |
MCP CRUD Tools
Claim
Enables interaction with Users and Products through a CRUD service REST API, pr…
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| 26423 |
TokenGuard
Claim
Secure and manage API credentials through a protected vault—and save 80% on AP…
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| 26424 |
Run Lighthouse audits, check SSL certificates, detect tech stacks, query WHOIS …
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| 26425 |
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
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| 26426 |
voice-mcp
Claim
Complete voice interaction server supporting speech-to-text, text-to-speech, an…
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| 26427 |
A Model Context Protocol server that provides access to the HackTricks knowledg…
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| 26428 |
wopee-mcp
Claim
AI testing agents for web apps — dispatch test runs, crawls, fetch artifacts an…
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| 26429 |
clawdentials
Claim
Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…
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| 26430 |
GitHub MCP Server
Claim
Connects Claude Desktop to GitHub repositories, enabling users to perform git o…
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| 26431 |
Futarchy MCP Server
Claim
Enables interaction with the Futarchy protocol on Solana, allowing users to man…
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| 26432 |
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
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| 26433 |
A Playwright-based MCP server that prioritizes browser observation over automat…
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| 26434 |
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
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| 26435 |
lumora
Claim
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| 26436 |
hypokrates
Claim
Pharmacovigilance hypothesis generation from 15 public drug safety databases
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| 26437 |
stockmatrix-mcp
Claim
Korean stock market theme lifecycle analysis for 250+ KOSPI/KOSDAQ investment t…
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| 26438 |
Taiwan Tender MCP
Claim
Enables users to search and retrieve detailed information about Taiwan governme…
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| 26439 |
Pressable MCP Server
Claim
Provides a comprehensive suite of 56 tools for the management and automation of…
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| 26440 |
figma-mcp-go
Claim
A zero-cost, unlimited Figma MCP server — no API key, no rate limits
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| 26441 |
MCP Midjourney
Claim
Enables AI image and video generation using Midjourney through the AceDataCloud…
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| 26442 |
MeshAI MCP Server
Claim
Enables Claude Code and other MCP-compatible tools to leverage MeshAI's multi-a…
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| 26443 |
MCP NanoBanana
Claim
Enables AI image generation and editing using Google's Nano Banana model via th…
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| 26444 |
Enables AI assistants to save and manage question-and-answer pairs within a str…
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| 26445 |
Kickstart development with a ready-made TypeScript project for quickly adding t…
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| 26446 |
Rug Munch Intelligence
Claim
19 tools for crypto token risk intelligence. Detect rug pulls, honeypots, and s…
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| 26447 |
#docs
Claim
A documentation MCP server, such that you can ask a question like:
- "How do I…
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| 26448 |
neurohive
Claim
Multi-agent memory intelligence with expertise tracking and conflict detection
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| 26449 |
remi
Claim
Apple Reminders CLI and MCP server with section support and iCloud sync
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| 26450 |
perplexity
Claim
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