MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 3 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60651 |
Enables AI assistants to perform real-time web and academic searches using Perp…
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| 60652 |
projectionlab-mcp
Claim
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
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| 60653 |
gdocs-mcp
Claim
MCP server for Google Docs and Sheets that enables AI assistants to read, creat…
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| 60654 |
climate-feeds
Claim
Provides tools to list curated climate and energy feeds, read feed items, and f…
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| 60655 |
notion-mcp-server
Claim
Enables Claude Desktop to read and create Notion pages with markdown formatting…
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| 60656 |
Conduit
Claim
A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches …
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| 60657 |
An MCP server that transforms natural language questions into SQL, executes que…
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| 60658 |
Eval_MCP
Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
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| 60659 |
parse-mcp-server
Claim
Enables AI assistants to interact with Parse Platform databases, users, files, …
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| 60660 |
litvm-tcg-oracle
Claim
On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…
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| 60661 |
Transistor MCP Server
Claim
Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.
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| 60662 |
Obsidian MCP Server
Claim
Exposes an Obsidian notes vault as MCP services, enabling AI assistants to sear…
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| 60663 |
agentweb
Claim
Free business data API for AI agents. 13M+ businesses across 195 countries with…
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| 60664 |
pg-health
Claim
Archived MCP server for PostgreSQL health monitoring; functionality merged into…
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| 60665 |
Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 …
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| 60666 |
Unraid RMCP
Claim
Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workfl…
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| 60667 |
A platform that transforms AI development with intelligent context management, …
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| 60668 |
Toolhouse MCP Server
Claim
Enables MCP clients to access and use a vast library of tools from Toolhouse fo…
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| 60669 |
arxiv-analyzer
Claim
Enables LLM agents to search arXiv, download papers, parse PDFs into structured…
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| 60670 |
mcp-luopan
Claim
Provides tools for Bazi (Chinese astrology) chart calculation and analysis, ena…
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| 60671 |
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
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| 60672 |
Sentinel DV
Claim
Security-first MCP server for verification intelligence (SystemVerilog/UVM/coco…
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| 60673 |
pntr
Claim
Free developer subdomains with DNS, catch-all email, and webhook capture, manag…
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| 60674 |
spicelib-mcp
Claim
A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for…
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| 60675 |
Geektastic MCP Server
Claim
A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabl…
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| 60676 |
SSH MCP Server
Claim
Enables AI assistants to perform comprehensive SSH operations including command…
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| 60677 |
iwork-mcp
Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
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| 60678 |
agentpump-mcp
Claim
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your…
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| 60679 |
BuildBetter
Claim
AI for product teams. Connect all your company and customer knowledge to all of…
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| 60680 |
MCP PLAYLIST SERVER
Claim
An MCP server that provides intelligent playlist curation tools using Spotify t…
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| 60681 |
jmeter-mcp-server
Claim
MCP server for generating, validating, running, and reporting Apache JMeter API…
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| 60682 |
minimax
Claim
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| 60683 |
Provides comprehensive codebase analysis and semantic understanding through int…
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| 60684 |
quicksight-mcp
Claim
Enables natural language interaction with AWS QuickSight for building, editing,…
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| 60685 |
An MCP server for rental apartment aggregation, enabling geographic polygon sea…
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| 60686 |
paperclip-mcp
Claim
MCP server for the Paperclip AI agent orchestration API, enabling management of…
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| 60687 |
email-mcp
Claim
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| 60688 |
jgs-magic-sysmlv1-mcp
Claim
MCP bridge to live SysML v1 models in CATIA Magic / Cameo Systems Modeler (No M…
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| 60689 |
VibeSEO
Claim
SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.
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| 60690 |
cctx-mcp
Claim
An MCP server that provides structure-aware code analysis (symbol trees, depend…
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| 60691 |
mcp-xray-cloud
Claim
An MCP server that connects AI assistants to Xray Cloud for Jira test managemen…
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| 60692 |
Wiki.js MCP Server
Claim
Enables managing Wiki.js pages via the GraphQL API, including listing, searchin…
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| 60693 |
Pronunciation Assessment
Claim
Analyze spoken language to provide immediate feedback on pronunciation accuracy…
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| 60694 |
Unified MCP Server
Claim
A server that exposes AI tools and resources through REST API, MCP, and WebSock…
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| 60695 |
mcp-agent-server
Claim
An MCP server that provides agent-powered tools, each using an LLM agent loop t…
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| 60696 |
digital-rain-mcp
Claim
Privacy-first, read-only repo intelligence for AI coding agents: scans local co…
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| 60697 |
taxlocus
Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
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| 60698 |
tavily-server
Claim
A Model Context Protocol server that implements a simple notes system with reso…
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| 60699 |
mcp-printable
Claim
Connects MCP-capable agents to Blender and OpenSCAD for AI-driven 3D modeling, …
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| 60700 |
guerrillamail-mcp
Claim
MCP server for the Guerrilla Mail temporary/disposable email API. Spin up throw…
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