MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27651 |
fulcrum
Claim
AI governance MCP server for policy enforcement, cost control, and observabilit…
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| 27652 |
Enable seamless interaction with Alpaca's trading API through a standardized pr…
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| 27653 |
swarmpay
Claim
Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.
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| 27654 |
Agent Observability
Claim
Agent observability: structured logging, cost tracking, and compliance audit tr…
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| 27655 |
Enables advanced browser automation using real Brave Browser with 49 tools for …
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| 27656 |
mcp-server
Claim
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| 27657 |
locus
Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
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| 27658 |
Skills-MCP-Server
Claim
Index and search reusable skills from local folders. Discover relevant skills w…
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| 27659 |
nr-mcp
Claim
MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 too…
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| 27660 |
MCP Serp
Claim
An MCP server that provides structured Google Search capabilities including web…
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| 27661 |
Upload, organize, search, and transform images, videos, and files with AI-power…
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| 27662 |
Synapse
Claim
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
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| 27663 |
parkour-mcp
Claim
A content exploration toolkit that helps LLMs surface high signal, unsummarized…
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| 27664 |
Amazon organic ranking MCP server. Run campaigns, track positions, monitor rank…
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| 27665 |
shopify
Claim
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| 27666 |
greptile
Claim
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| 27667 |
paprika-mcp
Claim
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
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| 27668 |
riotplan-mcp-http
Claim
An HTTP-based Model Context Protocol server for RiotPlan that exposes comprehen…
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| 27669 |
thinkneo-control-plane
Claim
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
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| 27670 |
sequential-thinking
Claim
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| 27671 |
Doubao MCP Agent
Claim
A local skill assistant based on the Model Context Protocol that integrates wit…
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| 27672 |
Engine-MCP
Claim
A code understanding and generation system designed for Galacean Engine that he…
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| 27673 |
MCP server for read-only MySQL database queries in Claude Desktop
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| 27674 |
leadpipe
Claim
Official MCP server for Leadpipe intent and data APIs.
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| 27675 |
loc8n Geographic Data
Claim
U.S. demographics, housing, mortgage, migration, and employment data via loc8n …
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| 27676 |
AdCraft MCP Server
Claim
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
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| 27677 |
@businessmaps/mcp
Claim
An MCP bridge server that allows AI tools to call functions and execute code di…
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| 27678 |
CRW Web Scraper
Claim
Open-source web scraper for AI agents with scrape, crawl, and map tools
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| 27679 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
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| 27680 |
Save, search, and compile valuable knowledge from your Claude conversations.
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| 27681 |
farmbot-agent
Claim
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
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| 27682 |
quanttogo-mcp
Claim
Quantitative trading strategies, market indices, and live performance data
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| 27683 |
Base MCP Server
Claim
Enables AI applications to interact with the Base blockchain network, allowing …
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| 27684 |
nexflow-smf
Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
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| 27685 |
Enables integration with Volcengine (火山引擎) knowledge base service through Claud…
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| 27686 |
mcp-git
Claim
Provides comprehensive Git operations as tools for AI assistants and applicatio…
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| 27687 |
Claude Code Explorer MCP
Claim
Explore the Claude Code CLI source — browse tools, commands, search code, and m…
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| 27688 |
Get XBRL data from US public companies and utilities by searching on facts, rep…
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| 27689 |
Tududi MCP Server
Claim
Connects AI assistants to the Tududi productivity platform to manage tasks, pro…
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| 27690 |
enfoboost-psa
Claim
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| 27691 |
Melo
Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
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| 27692 |
Production MCP Template
Claim
A production-grade, extensible Python template for building Model Context Proto…
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| 27693 |
programmatic-mcp
Claim
A meta MCP server that orchestrates other MCP servers by lazily connecting to t…
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| 27694 |
A template for deploying remote MCP servers to Cloudflare Workers without authe…
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| 27695 |
mcp-agent-opt
Claim
Provides code-aware context compression by stripping comments, docstrings, and …
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| 27696 |
MCP server for automating Xiaohongshu (RED Note). Publish posts, search content…
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| 27697 |
Veroq
Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
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| 27698 |
tedt
Claim
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| 27699 |
The Investor Hat Store
Claim
An MCP server that lets AI agents autonomously buy physical hats using USDC on …
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| 27700 |
vyos-mcp
Claim
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
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