MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31651 |
Durable, shareable and governed project memory with smart triage and explicit p…
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| 31652 |
Calculator MCP Server
Claim
Provides basic arithmetic operations (add, multiply, divide) for AI assistants …
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| 31653 | — | |||||||||
| 31654 |
traderspost-mcp
Claim
An MCP server that gives Claude direct access to TradersPost webhook trading. S…
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| 31655 |
onenote-mcp-server
Claim
Enables natural language access to Microsoft OneNote notebooks, sections, and p…
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| 31656 |
brickdocs
Claim
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| 31657 |
Memory for AI agents that can't hallucinate — cited or abstains, provable forge…
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| 31658 |
string-utils-ai-mcp
Claim
String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, tru…
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| 31659 |
mcp_smithery
Claim
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| 31660 |
MCP Agent Toolkit
Claim
An MCP server providing tools for read-only SQL queries, REST API calls, sandbo…
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| 31661 |
LocalDocs MCP
Claim
Creates a local database of indexed technical documentation from web crawls and…
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| 31662 |
GPT Image MCP Server
Claim
Enables creating and managing GPT Image tasks (edit and text-to-image) via RunA…
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| 31663 |
Cisco Meraki MCP Server
Claim
Enables intelligent troubleshooting, monitoring, and configuration of Cisco Mer…
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| 31664 |
custom-mcp-server
Claim
A Model Context Protocol server that provides calculator operations, n8n workfl…
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| 31665 |
This MCP server allows an AI assistants to search for flight information online…
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| 31666 |
github-mcp
Claim
Provides four GitHub superpowers (repo-scorecard, compare-repos, commit-heatmap…
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| 31667 |
mcp-ssh-remote
Claim
Enables executing commands on remote SSH hosts, with full support for bastion/j…
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| 31668 |
chromedevtoolsmcp-mcp
Claim
A paid remote MCP for AI agent browser DevTools MCP, built to return verdicts, …
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| 31669 |
google-analytics-mcp
Claim
Connects to Google Analytics 4 to run reports, manage configurations, and retri…
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| 31670 |
google-sheets-mcp
Claim
MCP server to read, write, create, and format Google Sheets via OAuth2 authenti…
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| 31671 |
mcp-server-ai-bot
Claim
An MCP server integrating Google Gemini LLM for intelligent customer service, p…
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| 31672 |
A generative AI agent that searches song lyrics across the web and returns resu…
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| 31673 |
IRIS Legacy
Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
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| 31674 |
inkscape-mcp
Claim
Enables AI agents to inspect, edit, validate, render, and export SVG/Inkscape d…
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| 31675 |
MCP Multi-Agent Server
Claim
A multi-domain multi-agent system served over MCP (Model Context Protocol) with…
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| 31676 |
repo-index-mcp
Claim
A local codebase retrieval tool that indexes a git repository into SQLite and p…
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| 31677 |
SupaUI MCP
Claim
Automatically generate a variety of UI components to improve development effici…
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| 31678 |
airspace-monitor-mcp
Claim
airspace-monitor-mcp MCP server by MEOK AI Labs
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| 31679 |
@chaosintelligence/mcp
Claim
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
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| 31680 |
auto-mcp-server
Claim
Local MCP server for AI agents that enables Jira issue management, Confluence W…
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| 31681 |
AI-powered vector knowledge graph MCP server for agents. Supports add node, add…
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| 31682 |
easyeda-pro-mcp
Claim
MCP server and EasyEDA Pro extension bridge for live project assistance.
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| 31683 |
rapid7-docs-mcp
Claim
A self-hostable MCP server that enables searching and reading Rapid7 documentat…
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| 31684 |
secrets-audit-mcp
Claim
Detects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, Ope…
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| 31685 |
SQL Preview
Claim
Run governed SQL queries and inspect database schemas from MCP agents.
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| 31686 |
mcpcodeserver
Claim
Proxy MCP server that translates tool calls into TypeScript code generation, en…
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| 31687 |
ollama-handoff
Claim
Offload cheap work from your AI agent to a local Ollama model, at zero cloud co…
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| 31688 |
An MCP server for Google Workspaces.
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| 31689 |
Astral MCP
Claim
Precision-audited astrology MCP for natal charts, transits, synastry and moon p…
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| 31690 |
@ktmcp/betfair
Claim
MCP server for Betfair Exchange Streaming API, providing real-time streamed upd…
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| 31691 |
Enables AI assistants to manage Google Calendar events, check availability, and…
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| 31692 |
thegamesdb
Claim
Wraps TheGamesDB API to enable game data queries via MCP. Part of Pipeworx gate…
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| 31693 |
x402-paid MCP server on Base L2 — LangGraph/CrewAI/Eliza/A2A agent-discovery + …
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| 31694 |
pessoal
Claim
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| 31695 |
Google Ads MCP Server
Claim
MCP server that lets any LLM manage Google Ads campaigns from the terminal. Sup…
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| 31696 |
CodeBox-AI
Claim
MCP server for secure, session-based Python code execution in Docker containers…
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| 31697 |
fiverr-mcp
Claim
Enables AI assistants to manage Fiverr seller accounts directly from the browse…
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| 31698 |
Artemis MCP Server
Claim
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
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| 31699 |
Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) …
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| 31700 |
cf-mcp
Claim
Read-only Cloudflare MCP server for SOC investigation, exposing Cloudflare serv…
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