MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44551 |
Airtable MCP
Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
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| 44552 |
provenance-mcp
Claim
Wash-traffic risk checks for Algorand x402 endpoints before your agent trusts o…
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| 44553 |
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
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| 44554 |
SleepBlocker MCP
Claim
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
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| 44555 |
ssr-concept-mcp
Claim
Concept-test your product with synthetic consumers, straight from Claude Code. …
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| 44556 |
mcp-bot-crawler
Claim
Discovers, identifies, and governs bots on your website with MCP tools for scan…
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| 44557 |
Lumu MCP Server
Claim
An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-…
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| 44558 |
GetABrain
Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
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| 44559 |
knitbrain
Claim
Local-first MCP server that gives any AI coding agent per-project memory, workf…
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| 44560 |
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
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| 44561 |
GW1 build compiler: skill data, template code encode/decode, validation, hero r…
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| 44562 |
mcpcatalogs
Claim
Enables AI assistants to search, compare, and get detailed information about MC…
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| 44563 |
AgentBay
Claim
Persistent memory, teams, and …
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| 44564 |
Final Notice
Claim
Free, no-auth generator for professional debt-collection demand letters as prin…
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| 44565 |
Yahoo Finance MCP Server
Claim
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
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| 44566 |
refd
Claim
Read AI search visibility, competitors, citations, prompts, and answer evidence…
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| 44567 |
MCP server for accessible indoor navigation and building management. Query buil…
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| 44568 |
outdooriq-mcp
Claim
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
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| 44569 |
Employee Records
Claim
Create employee records to prototype HR onboarding workflows. Validate data flo…
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| 44570 |
TinyMCP
Claim
A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI a…
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| 44571 |
atlaso
Claim
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
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| 44572 |
baozhibao-mcp-server
Claim
MCP server for managing personal items with expiration dates, enabling AI agent…
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| 44573 |
WhatsApp MCP Server
Claim
A self-hosted Model Context Protocol (MCP) server that bridges WhatsApp Web to …
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| 44574 |
Tether MD
Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
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| 44575 |
FreshRSS MCP Server
Claim
Enables AI assistants to interact with FreshRSS feeds via the Fever API, allowi…
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| 44576 |
tigergraph-mcp
Claim
Enables AI agents to interact with TigerGraph databases through the Model Conte…
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| 44577 |
asdasdasdasdasdds
Claim
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| 44578 |
hive-mcp-imprimatur
Claim
Pre-attestation gate for AI inference that checks compliance conditions and iss…
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| 44579 |
ABACUS MCP Server
Claim
Enables first-principles calculations (SCF, structure optimization, molecular d…
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| 44580 |
mcp-crew
Claim
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.
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| 44581 |
DERO MCP Server
Claim
Read-only DERO blockchain MCP: 33 tools (12 composites) incl. TELA discovery + …
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| 44582 |
claude-real-video
Claim
Let any LLM actually watch a video: scene-aware keyframes plus a timestamped tr…
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| 44583 |
atlassian-mcp
Claim
Enables interaction with Atlassian Confluence through MCP, allowing retrieval o…
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| 44584 |
qutebrowser-mcp
Claim
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
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| 44585 |
mcp-md-pdf
Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
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| 44586 |
career-scout-mcp
Claim
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
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| 44587 |
An MCP server that statically audits Solidity smart contracts for common vulner…
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| 44588 |
docs-search-engine
Claim
Enables searching documentation from GitHub repositories and web pages via MCP …
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| 44589 |
OpenUKPublicDataMCP
Claim
A no-key-first MCP server providing access to UK public data including postcode…
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| 44590 |
Law.AI — Lawyer Search
Claim
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
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| 44591 |
Issues, verifies, and exchanges portable cryptographic compliance passports for…
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| 44592 |
directory-indexer
Claim
Provides AI assistants with semantic search and read access to local files and …
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| 44593 |
TaskMCP
Claim
A personal task management MCP server that allows LLM clients to create, read, …
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| 44594 |
mcp-browser-automation
Claim
An MCP server for generic browser automation using Playwright. Enables MCP clie…
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| 44595 |
Modular RAG MCP Server
Claim
Enables building production-grade RAG systems with agentic reasoning, hybrid re…
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| 44596 |
simplefin
Claim
Exposes SimpleFIN bank data (accounts and transactions) as tools for Claude Cod…
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| 44597 |
KAZM 106.5 FM/780 AM: now playing, weather, fire alerts, road conditions & conc…
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| 44598 |
ci-sentinel
Claim
Multi-CI security scanner with a live threat-intel feed of compromised CI compo…
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| 44599 |
debug-test-mcp
Claim
MCP server for debugging MCP host/client custom header implementation, with a t…
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| 44600 |
tracecat-mcp-community
Claim
Enables AI assistants to fully control a Tracecat SOAR platform instance throug…
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