MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 7 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55651 |
SleepBlocker MCP
Claim
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
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| 55652 |
manus-mcp-server
Claim
A remote MCP server that wraps the Manus API to expose a generate_image tool, e…
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| 55653 |
mcp-bot-crawler
Claim
Discovers, identifies, and governs bots on your website with MCP tools for scan…
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| 55654 |
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
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| 55655 |
knitbrain
Claim
Local-first MCP server that gives any AI coding agent per-project memory, workf…
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| 55656 |
Yahoo Finance MCP Server
Claim
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
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| 55657 |
refd
Claim
Read AI search visibility, competitors, citations, prompts, and answer evidence…
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| 55658 |
Employee Records
Claim
Create employee records to prototype HR onboarding workflows. Validate data flo…
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| 55659 |
TinyMCP
Claim
A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI a…
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| 55660 |
asdasdasdasdasdds
Claim
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| 55661 |
baozhibao-mcp-server
Claim
MCP server for managing personal items with expiration dates, enabling AI agent…
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| 55662 |
crosspost-mcp
Claim
MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodo…
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| 55663 |
FreshRSS MCP Server
Claim
Enables AI assistants to interact with FreshRSS feeds via the Fever API, allowi…
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| 55664 |
mcp-crew
Claim
Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.
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| 55665 |
ABACUS MCP Server
Claim
Enables first-principles calculations (SCF, structure optimization, molecular d…
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| 55666 |
qutebrowser-mcp
Claim
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
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| 55667 |
mcp-md-pdf
Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
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| 55668 |
career-scout-mcp
Claim
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
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| 55669 |
hive-mcp-imprimatur
Claim
Pre-attestation gate for AI inference that checks compliance conditions and iss…
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| 55670 |
directory-indexer
Claim
Provides AI assistants with semantic search and read access to local files and …
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| 55671 |
docs-search-engine
Claim
Enables searching documentation from GitHub repositories and web pages via MCP …
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| 55672 |
TaskMCP
Claim
A personal task management MCP server that allows LLM clients to create, read, …
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| 55673 |
mcp-browser-automation
Claim
An MCP server for generic browser automation using Playwright. Enables MCP clie…
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| 55674 |
Modular RAG MCP Server
Claim
Enables building production-grade RAG systems with agentic reasoning, hybrid re…
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| 55675 |
An MCP server that statically audits Solidity smart contracts for common vulner…
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| 55676 |
OpenUKPublicDataMCP
Claim
A no-key-first MCP server providing access to UK public data including postcode…
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| 55677 |
Vlk MemAct
Claim
Stateful memory for AI agents. Temporal awareness, error loop detection, and pr…
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| 55678 |
simplefin
Claim
Exposes SimpleFIN bank data (accounts and transactions) as tools for Claude Cod…
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| 55679 |
OptimAI Search MCP
Claim
Enables Web3-focused web searches via the OptimAI External Search API, providin…
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| 55680 |
tracecat-mcp-community
Claim
Enables AI assistants to fully control a Tracecat SOAR platform instance throug…
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| 55681 |
debug-test-mcp
Claim
MCP server for debugging MCP host/client custom header implementation, with a t…
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| 55682 |
attiomcp
Claim
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| 55683 |
mcp-opencorporates
Claim
Search companies, officers, and filing history across 140+ jurisdictions worldw…
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| 55684 |
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
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| 55685 |
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 55686 |
ArchiMate MCP Server
Claim
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
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| 55687 |
mcp-cbr-rates
Claim
CBR exchange rates and key rates for Russia. MCP tools for finance agents.
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| 55688 |
darkside-mcp
Claim
An MCP server that grants AI agents unrestricted file system, Python, and Power…
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| 55689 |
apollo-mcp-server
Claim
Enables large language models to query and operate on Apollo Configuration Cent…
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| 55690 |
paperless-ngx-mcp
Claim
Enables Claude AI to interact with Paperless-NGX document management through na…
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| 55691 |
This MCP server enables AI-assisted professional profile generation by connecti…
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| 55692 |
humanrail-mcp-server
Claim
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
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| 55693 |
val
Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
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| 55694 |
MCP Mermaid Image Gen
Claim
An MCP server that generates diagrams from Mermaid code in multiple formats (PN…
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| 55695 |
scm-mcp-server
Claim
Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assist…
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| 55696 |
open-compute-mcp
Claim
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
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| 55697 |
nempulse
Claim
Read-only access to Australian NEM grid-scale battery performance, revenue, dis…
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| 55698 |
yahoo-finance-mcp-server
Claim
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
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| 55699 |
foldseek-mcp
Claim
Enables protein structure and sequence searches using FoldSeek, with support fo…
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| 55700 |
volo-mcp
Claim
Give AI agents the ability to search private jets, compare aircraft, get quotes…
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