MCP Server Quality Scores
Independent quality analysis of 35110 public MCP servers
Last updated 2 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33801 |
The Investor Hat Shop
Claim
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
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| 33802 |
Fieldnote MCP
Claim
Provides local-first memory storage and retrieval with automatic embedding, vec…
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| 33803 |
govind_1234
Claim
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| 33804 |
@businessmaps/mcp
Claim
An MCP bridge server that allows AI tools to call functions and execute code di…
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| 33805 |
Browser tasks, sessions, and recipes for MCP and HTTP automation.
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| 33806 |
ragalgo
Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
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| 33807 |
abc
Claim
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| 33808 |
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| 33809 |
DevSpeak
Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
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| 33810 |
DOI Citation Verifier
Claim
A Model Context Protocol (MCP) server that prevents citation hallucination by v…
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| 33811 |
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
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| 33812 |
CryptoGuard
Claim
Protect cryptocurrency investments by validating trades and scanning for potent…
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| 33813 |
Mneme
Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
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| 33814 |
wmcp
Claim
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| 33815 |
Gergy AI MCP
Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
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| 33816 |
Consultor de IA e Vendedor Virtual especializado em soluções de tecnologia para…
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| 33817 |
Connects AI assistants to fitness data from over 150 wearables including Strava…
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| 33818 |
Microsoft SQL Server
Claim
Read-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELEC…
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| 33819 |
MCP Safari Server
Claim
A server that provides AI assistants programmatic control of Safari browser on …
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| 33820 |
libralm_mcp_server
Claim
Browse available books and quickly access summaries, details, and tables of con…
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| 33821 |
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| 33822 |
mcp-bookmark-server
Claim
Enables AI assistants to save and search bookmarks using OpenAI's RAG capabilit…
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| 33823 |
mcp-hackathon-africa
Claim
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| 33824 |
Enable seamless interaction with the Rootstock blockchain through a standardize…
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| 33825 |
srv-d5200rd6ubrc7390v04g
Claim
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| 33826 |
identifai-mcp
Claim
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
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| 33827 |
mcp-server-dumplingai
Claim
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
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| 33828 |
ttutori
Claim
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| 33829 |
twoslides
Claim
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| 33830 |
EVM Copilot
Claim
Competitive intelligence for the EVM ecosystem. Search 18,000+ projects, 1,500+…
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| 33831 |
matcha money
Claim
Develop your ritual for financial wellness.
Connect your accounts, automate yo…
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| 33832 |
FastMCP
Claim
A high-level framework for building MCP servers in Python
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| 33833 |
radar
Claim
The missing open source Kubernetes UI. Topology, event timeline, and service tr…
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| 33834 |
YouTube Server
Claim
Interact with YouTube to search videos, get details, and manage transcripts.
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| 33835 |
docs-mcp
Claim
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| 33836 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 33837 |
Breadcrumb MCP Server
Claim
Enables AI assistants to interact with the Breadcrumbs project memory system, a…
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| 33838 |
Ghostrouter
Claim
Search the live web to retrieve up-to-date information and bypass knowledge cut…
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| 33839 |
Airesearch
Claim
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| 33840 |
Stratalize Intelligence
Claim
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
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| 33841 |
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
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| 33842 |
smithery-mcp-server-2
Claim
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| 33843 |
clawtube-mcp
Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
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| 33844 |
korean-privacy-law-mcp
Claim
Enables natural language interaction with the Korean Personal Information Prote…
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| 33845 |
gas-station-closing-form
Claim
Connect to your Supabase project to explore and query your database. List table…
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| 33846 |
MCP server that provides access to Chinese stock market data using akshare-one
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| 33847 |
SWLC MCP Server
Claim
A lottery information query service for the Shanghai region that provides winni…
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| 33848 |
arbitova
Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for
autonomo…
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| 33849 |
Provide seamless integration with Clockify's time tracking API through a compre…
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| 33850 |
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
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