MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30601 |
tiktok-trends-mcp
Claim
Provides TikTok hashtag trend data including volume growth, viral spikes, and h…
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| 30602 |
fittok
Claim
An MCP server that filters and compresses context by 80-90% before sending to a…
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| 30603 |
arxiv-analyzer
Claim
Enables LLM agents to search arXiv, download papers, parse PDFs into structured…
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| 30604 |
SpeechWire MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with secure, …
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| 30605 |
pywinauto-mcp
Claim
A Windows computer use agent — FastMCP server that gives AI assistants hands on…
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| 30606 |
Unterm
Claim
The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linu…
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| 30607 |
Navable MCP
Claim
Enables AI coding agents to perform real-browser accessibility scanning of loca…
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| 30608 |
mcp-postgres
Claim
Read-only PostgreSQL MCP server that enables running SELECT queries, listing ta…
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| 30609 |
wps-mcp-server
Claim
Enables AI agents to natively create and edit WPS Office documents, spreadsheet…
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| 30610 |
Enables AI assistants to manage events, venues, organizers, and tickets on Word…
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| 30611 |
mcp-server-duckdb
Claim
Enables LLMs to interact with DuckDB databases through MCP tools for SQL querie…
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| 30612 |
RHOAI MCP Server
Claim
An MCP server that enables AI agents to interact with Red Hat OpenShift AI envi…
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| 30613 |
guhhan4678
Claim
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| 30614 |
arcmap-mcp
Claim
MCP server that allows AI agents to control a live ArcMap session via arcpy, in…
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| 30615 |
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| 30616 |
VibeMCP
Claim
Token-optimized unified MCP server for Gmail and Microsoft 365, enabling email,…
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| 30617 |
bybit-ws
Claim
An MCP server that enables AI agents to scan the market, manage positions, and …
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| 30618 |
Payx Tavily Search
Claim
FastMCP server for Tavily search API with web search and content extraction
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| 30619 |
Enables AI assistants to interact with Watson Discovery, listing projects and c…
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| 30620 |
CMR Client Health
Claim
Enables client success teams to get instant, natural-language health reads on c…
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| 30621 |
MCP server for NinjaONE RMM with device management, monitoring, and automation
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| 30622 |
EVE-NG MCP Server
Claim
An MCP server that gives Claude and other LLM agents programmatic access to EVE…
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| 30623 |
MCP Test Runner
Claim
Local test execution and coverage summaries for onboarding agents.
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| 30624 |
supabase-mcp-server
Claim
Supabase MCP Server for managing and creating projects and organisations in Sup…
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| 30625 |
korean-stocks
Claim
Korean stock & crypto for AI agents. KRX news, financials, risk via x402 USDC p…
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| 30626 |
MCP ERPNext
Claim
Model Context Protocol (MCP) server for ERPNext - manage timesheets, leave appl…
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| 30627 |
supOS MCP Server
Claim
An MCP protocol server that provides access to supOS open APIs, allowing MCP-co…
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| 30628 |
yandex-search-api
Claim
Wraps Yandex Cloud Search API v2 for web search, returns compact JSON results.
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| 30629 |
quantjobs
Claim
Enables conversational management of quant job search, tailored CV generation, …
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| 30630 |
VK Ads MCP
Claim
MCP server for VK Ads (VK Реклама) API: manage ad plans, ad groups, banners, an…
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| 30631 |
MCP Playbook Server
Claim
Manages project documentation and saves conversation logs within a target proje…
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| 30632 |
pitchiq-mcp
Claim
Agent-native CRM + get-booked platform. Operate over MCP, or pay per call via x…
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| 30633 |
location-mcp
Claim
A Model Context Protocol server that enables LLMs to perform IP geolocation, re…
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| 30634 |
HTTP MCP Server
Claim
Enables AI agents to send HTTP requests to any endpoint with full control over …
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| 30635 |
Translate HTML prototypes into Figma using your design system's real components…
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| 30636 |
Teneo Book Generation
Claim
Generate complete nonfiction books with Teneo: outline, manuscript, cover, and …
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| 30637 |
mcp-server-interview
Claim
Enables managing todo lists and tasks through natural language, supporting crea…
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| 30638 |
Enables interaction with Omada Identity Governance and Administration system fo…
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| 30639 |
mcp-estat-japan
Claim
Enables querying Japanese government statistics from e-Stat, including metadata…
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| 30640 |
mcp-flow
Claim
A safe, local MCP server that lets Claude drive a controlled software-developme…
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| 30641 |
marboba-mcp
Claim
MarBoba IDP catalog as MCP tools: projects, APIs, runbooks, on-call, SLOs. Brin…
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| 30642 |
leadforge
Claim
Enables lightweight CRM pipeline management with email sequences, project scann…
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| 30643 |
Vulnerable MCP Server
Claim
A deliberately insecure MCP server designed as a pentest lab to demonstrate com…
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| 30644 |
AIO MCP
Claim
Unified control plane and runtime for the Model Context Protocol ecosystem, ena…
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| 30645 |
Cardinal MCP Server
Claim
Enables AI-powered manipulation of Cardinal/VCV Rack modular synthesizer patche…
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| 30646 |
Marketo MCP Server
Claim
Python MCP server for the Marketo REST API, enabling leads management, campaign…
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| 30647 |
json-sanity
Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
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| 30648 |
ArXiv MCP Server
Claim
Provides arXiv paper search, download, Chinese translation, and WeChat article …
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| 30649 |
buymeapie-mcp
Claim
MCP server for Buy Me A Pie that allows managing shopping lists and items throu…
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| 30650 |
Jokes MCP Server
Claim
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
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