MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35301 |
Graphiti FastMCP Server
Claim
A temporally-aware knowledge graph MCP server for AI agents, enabling episodic …
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| 35302 |
BudgetFitter
Claim
BudgetFitter is a free UK deal discovery platform with a public MCP server. Sea…
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| 35303 |
mailx-tools
Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
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| 35304 |
Summarizes Slack activity and GitLab merge requests with OpenAI to help generat…
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| 35305 |
SampleMCP
Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
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| 35306 |
selfhosted-supabase-mcp
Claim
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| 35307 |
Wedding Seat
Claim
Anonymous, no-login wedding planning: create a project, add guests, auto-genera…
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| 35308 |
phantom-touch
Claim
An MCP server for iOS simulator automation with reliable clipboard-based text i…
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| 35309 |
GOV.UK Design System MCP
Claim
Enables searching and fetching GOV.UK Design System guidance via locally-crawle…
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| 35310 |
Co-Reading MCP
Claim
A local MCP server that gives Claude a durable reading room for EPUB and plain …
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| 35311 |
postgres-mcp-js
Claim
A Model Context Protocol (MCP) server for PostgreSQL that provides safe, struct…
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| 35312 |
evermint-mcp
Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
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| 35313 |
mcp-llama-swap
Claim
Enables hot-swapping llama.cpp models in a running Claude Code session via laun…
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| 35314 |
DepsGuard MCP
Claim
AI-powered dependency vulnerability and breaking change analyzer that scans dep…
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| 35315 |
oneshot-mcp
Claim
Search receipt-verified agent build packs, with each pack's real M-of-N pass ra…
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| 35316 |
Trace MCP
Claim
Static analysis engine that detects schema mismatches between data producers (l…
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| 35317 |
Circuitarium MCP
Claim
MCP tools for CRUMB artifacts and Logisim-evolution analysis and non-interactiv…
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| 35318 |
one-shot-ui
Claim
Deterministic UI extraction and screenshot diffing for AI coding agents.
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| 35319 |
Markdown rendering API for AI agents. Convert Markdown to fully styled HTML wit…
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| 35320 |
Broken Link Checker
Claim
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
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| 35321 |
Revit MCP Server
Claim
Enables AI clients to interact with Autodesk Revit for building design, editing…
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| 35322 |
Relational-readiness and market-permission tools for African and high-context m…
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| 35323 |
Feishu/Lark OpenAPI MCP
Claim
This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool desi…
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| 35324 |
tinysend
Claim
Email for agents: newsletters, subscribers, contacts, broadcasts. OAuth sign-in…
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| 35325 |
planetary-agents
Claim
Converse with planetary-agent personas, council feeds & culinary debates from a…
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| 35326 |
Enables AI assistants to query, search, and analyze LinkedIn profiles from the …
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| 35327 |
mcp-openmetadata
Claim
Enables searching and retrieving metadata from OpenMetadata, including tables, …
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| 35328 |
MatDrupal MCP
Claim
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
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| 35329 |
db-memory
Claim
A vector-DB MCP server that gives Claude conversational memory by storing solve…
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| 35330 |
threlte-mcp
Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
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| 35331 |
Cisco SD-WAN MCP Server
Claim
Enables natural language automation of Cisco SD-WAN vManage, including device m…
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| 35332 |
MySQL MCP Server
Claim
A Model Context Protocol server that provides secure access to MySQL databases …
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| 35333 |
KikoBooks MCP Server
Claim
A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
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| 35334 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
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| 35335 |
lifeup-mcp
Claim
Enables Claude to interact with LifeUp Cloud API on your local network for task…
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| 35336 |
Academic Research MCP
Claim
Unified scholarly search across 60+ academic sources with citation formatting (…
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| 35337 |
MCP Marketing Agency
Claim
Specialized MCP server for digital marketing and social media management, enabl…
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| 35338 |
ontario-data-mcp
Claim
An MCP server for discovering, downloading, querying, and analyzing datasets fr…
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| 35339 |
Todoist MCP Server
Claim
A local MCP server for Todoist task management, enabling Claude to create, read…
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| 35340 |
Clous MCP server
Claim
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
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| 35341 |
polycodegraph
Claim
Multi-language code-graph MCP server with 18 tools for structural code queries …
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| 35342 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
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| 35343 |
ios-instruments-mcp
Claim
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
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| 35344 |
Provide MCP service for Bitly Exchange Traders. Bitly Exchange is an Fully-Onch…
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| 35345 |
Gemini MCP Server
Claim
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
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| 35346 |
Domotz MCP Server
Claim
Enables Claude to query and manage Domotz network monitoring through 133 API ac…
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| 35347 |
Fovea Memory MCP
Claim
Local MCP server that enables AI clients to read and search memories from the F…
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| 35348 |
nodriver-proxy-mcp
Claim
Gives AI agents a browser that bypasses bot detection, a MITM proxy for traffic…
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| 35349 |
goldbean
Claim
x402 Micropaid API Marketplace — 10 AI tools for agents. Crypto prices, web sea…
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| 35350 |
GraphRagMCP V2
Claim
An advanced MCP server that provides deep code understanding and analysis using…
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