MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34551 |
ai-model-router
Claim
Cloudflare Workers MCP server: ai-model-router
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| 34552 |
An air-gapped, edge-native, deterministic translation layer that ingests raw De…
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| 34553 |
arca-mcp
Claim
Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments,…
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| 34554 |
Provides fast, self-hosted web search and reliable web scraping using SearXNG a…
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| 34555 |
Viber MCP Server
Claim
Enables an AI assistant to send and read Viber messages by automating the Viber…
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| 34556 |
weatherforensics-mcp
Claim
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
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| 34557 |
Xylent MCP Server
Claim
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
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| 34558 |
penni-mcp
Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
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| 34559 |
Meta Ads MCP Server
Claim
An MCP server for programmatic management of Meta (Facebook/Instagram) advertis…
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| 34560 |
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
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| 34561 |
scpr
Claim
A web scraping CLI tool that converts web pages to markdown and also runs as an…
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| 34562 |
Pexels MCP Server
Claim
Enables searching and displaying high-quality, royalty-free photos from Pexels …
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| 34563 |
Google Drive MCP Server
Claim
MCP server for interacting with Google Drive using a service account, restricte…
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| 34564 |
actiongate
Claim
Pre-execution safety layer for autonomous agent wallets. Risk scoring, transact…
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| 34565 |
Apollo MCP Server
Claim
Provides tools to search and enrich people and companies, retrieve job postings…
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| 34566 |
glyphs-info-mcp
Claim
A unified MCP server for Glyphs font design software, integrating handbook quer…
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| 34567 |
LearnMCP-xAPI
Claim
Enables AI agents to record and retrieve learning activities through xAPI-compl…
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| 34568 |
siglent-sds-mcp
Claim
Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, …
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| 34569 |
insurance-verification-mcp MCP server by MEOK AI Labs
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| 34570 |
Enables notes management, weather and news search, document ingestion and RAG-b…
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| 34571 |
skool-mcp
Claim
MCP server for Skool.com communities. Enables listing/approving members, postin…
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| 34572 |
blipr-mcp
Claim
Enables AI agents to send push alerts to your phone via Blipr, useful for notif…
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| 34573 |
tggroupMCP
Claim
Enables interaction with Telegram groups via MTProto, including message retriev…
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| 34574 |
spark-profiler-mcp
Claim
MCP server that reads Spark profiler files to give accurate Minecraft server tu…
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| 34575 |
claude-context
Claim
Enables Claude to index and retrieve context from codebases using self-hosted M…
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| 34576 |
max-docs
Claim
Provides comprehensive documentation for MAX Platform, including Bot API endpoi…
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| 34577 |
Scoop
Claim
Extracts LinkedIn saved posts into a structured research index using Chrome Dev…
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| 34578 |
Unraid MCP
Claim
MCP server for Unraid API — provides tools to interact with an Unraid server's …
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| 34579 |
mcp-home-server
Claim
Self-hostable MCP server that gives Claude tools to run shell scripts and read …
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| 34580 |
tigl-mcp
Claim
Provides MCP tools for CPACS-oriented TiGL workflows, enabling lifecycle manage…
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| 34581 |
ChemMCP
Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
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| 34582 |
sequentialthinking
Claim
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| 34583 |
publer-mcp-server
Claim
MCP server for Publer social media management API, enabling AI assistants to sc…
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| 34584 |
MCP Server Node
Claim
A Node.js MCP server example with user management, task management, and calcula…
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| 34585 |
photo-vlm-mcp
Claim
A local Ollama-backed MCP server that gives coding assistants a portable photo-…
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| 34586 |
disasm.dev MCP server
Claim
Enables AI assistants to generate DataDome and Incapsula clearance tokens witho…
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| 34587 |
mcp-browser
Claim
Exposes Playwright browser automation as MCP tools, enabling AI assistants to c…
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| 34588 |
mcp-server-rt
Claim
Connects AI assistants to a Request Tracker (RT) instance, enabling natural lan…
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| 34589 |
team-memory-mcp
Claim
Shared team memory for AI coding agents with Bayesian confidence scoring and te…
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| 34590 |
finwatch-mcp
Claim
Enables natural language portfolio monitoring, risk analysis, and compliance ch…
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| 34591 |
Zoho Campaigns MCP
Claim
Enables to interact with Zoho Campaigns API v1.1, supporting OAuth2 authenticat…
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| 34592 |
memory-server
Claim
A memory management MCP server that stores and retrieves key-value data with na…
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| 34593 |
CloudZIR MCP Server
Claim
An enterprise-grade MCP server providing integrated system prompts and context …
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| 34594 |
iMovie MCP Server
Claim
An MCP server that enables AI-powered video editing with iMovie on macOS.
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| 34595 |
crossref-local
Claim
A local CrossRef database MCP server enabling full-text search across 167M+ sch…
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| 34596 |
mcp-server-v1
Claim
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| 34597 |
unfragile
Claim
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
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| 34598 |
lema
Claim
Your coding agent can read the code. It can't read the argument behind it. lema…
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| 34599 |
Manilo
Claim
Log, query, and edit expenses, budgets, and accounts in Manilo from any MCP-com…
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| 34600 |
ChatGPT Local Agent MCP
Claim
This MCP server gives ChatGPT controlled access to your Windows PC, enabling it…
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