MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 10 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66801 |
DevKits MCP Server
Claim
Provides 12 local developer tools (JSON format, Base64, JWT decode, regex test,…
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| 66802 |
anysearch-mcp-server
Claim
Unified real-time search engine skill for AI agents.
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| 66803 |
Enables fetching YouTube video transcripts with metadata, including timed capti…
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| 66804 |
flint-slating
Claim
MCP server that reads PDFs and exposes them as structured Markdown, metadata, o…
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| 66805 |
Dr.Deploy
Claim
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
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| 66806 |
Manages airline crew qualifications, certifications, FAA Part 117 compliance, a…
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| 66807 |
SkillSync MCP
Claim
An MCP server for searching, security scanning, installing, and managing skills…
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| 66808 |
Sweet MCP Server
Claim
Stateless HTTP MCP server enabling QuickBooks integration through CLI commands,…
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| 66809 |
Provides 23 production-tested tools for mobile app intelligence, including app …
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| 66810 |
mcp-devenv
Claim
An MCP server that gives your AI assistant full awareness of your local dev env…
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| 66811 |
@agentage/mcp-memory
Claim
Exposes local memory vaults as 6 MCP tools over stdio, enabling clients like Wi…
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| 66812 |
planthire-ai-mcp
Claim
planthire-ai-mcp MCP server by MEOK AI Labs
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| 66813 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 66814 |
pantrist-mcp
Claim
Manage your pantry, shopping lists, recipes, and weekly meal plan with Pantrist…
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| 66815 |
Enables Cursor on your laptop to connect to an MCP server on EC2 via SSE/HTTPS …
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| 66816 |
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
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| 66817 |
acmi-mcp
Claim
Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstas…
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| 66818 |
Persona MCP
Claim
Enables AI to switch between 26+ expert personas on-demand with smart context d…
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| 66819 |
cli
Claim
Push To Display MCP server send structured content to selected boards on iOS an…
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| 66820 |
formio-mcp
Claim
Create and manage Form.io forms, resources, actions, roles, and projects from y…
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| 66821 |
Streamable Demo
Claim
Provide a simple notes system with capabilities to create, list, and summarize …
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| 66822 |
Live Google + public LinkedIn data: search, maps, profiles, companies, jobs. Pa…
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| 66823 |
Transforms messy commit histories into clean, secure repositories by scanning f…
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| 66824 |
Fetches YouTube video transcripts with timestamps and provides them to LLM agen…
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| 66825 |
MCP WebResearch
Claim
An AI-ready MCP server that performs intelligent web searches using SearxNG and…
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| 66826 |
wellulu-insight
Claim
Enables automatic saving of insights from Claude conversations as GitHub Issues…
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| 66827 |
leo-running-coach
Claim
Coach Leo is an AI running coach that syncs your real training data from Strava…
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| 66828 |
psychopathia-mcp
Claim
Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 to…
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| 66829 |
Master Metrics
Claim
Master Metrics MCP v1.0.0
Master Metrics MCP brings your marketing data direct…
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| 66830 |
Project Planner MCP
Claim
MCP server for structured Laravel project planning. Scans projects, creates tic…
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| 66831 |
MCP Bulário ANVISA
Claim
Consulta o Bulário Eletrônico da ANVISA: bulas, registros, tarjas e apresentaçõ…
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| 66832 |
Assay MCP Server
Claim
Enables Claude Desktop to search, retrieve summaries, and explore documents fro…
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| 66833 |
test4
Claim
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| 66834 |
discord-mcp
Claim
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| 66835 |
mcp-server
Claim
MCP server for Muovi, Argentina's trust-first local services marketplace: find …
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| 66836 |
QiuChi
Claim
A production-grade MCP server framework with plugin system, middleware pipeline…
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| 66837 |
Mavis MCP Server
Claim
Exposes the Mavis multi-agent system as an MCP server, enabling Claude Code and…
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| 66838 |
engrava
Claim
MindQL queries, hybrid search, and a thought graph - read/write memory for AI a…
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| 66839 |
MCP Server
Claim
Node.js MCP server for ChatGPT with OAuth 2.0 authorization code flow + PKCE, r…
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| 66840 |
Claude Memory MCP
Claim
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
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| 66841 |
rlm-mcp-server
Claim
Provides recursive language model capabilities to AI assistants, enabling effic…
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| 66842 |
tijori-finance
Claim
Indian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and conca…
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| 66843 |
MCP-123
Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
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| 66844 |
ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calend…
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| 66845 |
Browser Agent MCP Server
Claim
Provides browser automation capabilities through Claude Desktop and other MCP c…
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| 66846 |
goji
Claim
Answers on AEO, SEO, web and brand from GOJI's published material. Melbourne, A…
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| 66847 |
Context7 MCP Server
Claim
Provides access to the Context7 API for searching up-to-date documentation, cod…
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| 66848 |
aha-mcp
Claim
Enables natural language interaction with Home Assistant for managing entities,…
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| 66849 |
Enables comprehensive search and analysis of Claude Code conversation history u…
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| 66850 |
Twenty MCP
Claim
A remote MCP server that connects Claude to a Twenty CRM workspace, enabling us…
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