MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57401 |
drawio-mcp
Claim
An MCP server that enables LLMs to create and open diagrams in draw.io using XM…
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| 57402 |
capstone-mcp-server
Claim
基于Capstone反汇编引擎的MCP服务器,为大语言模型提供多架构二进制反汇编、文件解析、CTF逆向及安全分析工具。
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| 57403 |
n8n MCP Server
Claim
MCP server for managing n8n workflows and executions. Enables listing, activati…
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| 57404 |
RAGFlow MCP Server
Claim
Enables listing datasets, creating chat assistants, and chatting with them via …
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| 57405 |
Lowtoxgear Storefront
Claim
Read-only catalogue MCP for Lowtoxgear — Australian low-tox lifestyle brand. 5 …
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| 57406 |
SentryFrogg MCP Server
Claim
Provides a governed command plane for MCP agents to manage PostgreSQL databases…
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| 57407 |
anp2-mcp-server
Claim
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
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| 57408 |
Facebook MCP Server
Claim
A Model Context Protocol (MCP) server implementation that provides Facebook Pag…
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| 57409 |
Miro MCP Server
Claim
Enables AI agents to programmatically interact with a Miro board through the Mi…
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| 57410 |
mcp-printable
Claim
Connects MCP-capable agents to Blender and OpenSCAD for AI-driven 3D modeling, …
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| 57411 |
hggh
Claim
sdas
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| 57412 |
Weather Bot MCP Server
Claim
Enables users to query weather, perform web research, and manage a graph databa…
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| 57413 |
bib-enrich-mcp
Claim
Automatically enriches BibTeX citations with missing metadata (DOI, venue, etc.…
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| 57414 |
PterodactylMCP
Claim
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
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| 57415 |
mcpgate
Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
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| 57416 |
MedSci Agent
Claim
An open source biomedical research agent that provides LLMs with 28 tools for d…
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| 57417 |
CoinCap MCP Server
Claim
Provides access to CoinCap's cryptocurrency market data and technical analysis …
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| 57418 |
Porkbun MCP Server
Claim
Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, S…
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| 57419 |
FlowSpeech MCP Server
Claim
A Model Context Protocol server for FlowSpeech text-to-speech. It lets MCP-comp…
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| 57420 |
weather
Claim
Provides weather information for any city through the Model Context Protocol.
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| 57421 |
msbuild-mcp-server
Claim
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
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| 57422 |
ansible-aap
Claim
Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
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| 57423 |
neon-mcp
Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
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| 57424 |
sumo-mcp
Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
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| 57425 |
OmniDocs RAG
Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
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| 57426 |
USDCx Bridge
Claim
A conversational MCP server that enables bridging USDC between Ethereum and Sta…
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| 57427 |
repo-graphrag-mcp
Claim
An MCP server that builds a knowledge graph from code and text documents, enabl…
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| 57428 |
hermes-pen-bridge
Claim
A hybrid MCP server that proxies Pencil's native design tools and adds utilitie…
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| 57429 |
Carbono
Claim
Enables AI to generate images by describing them with HTML using Tailwind CSS a…
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| 57430 |
archify-mcp
Claim
Analyzes project ideas and recommends suitable tech stacks, features, and archi…
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| 57431 |
An MCP server that enables LLM coding agents to deploy web applications to AWS …
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| 57432 |
AXF
Claim
Agent eXoskeleton Framework control plane for workspace-native agent capabiliti…
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| 57433 |
mcp-harrypotter
Claim
Enables querying Harry Potter data including students, staff, and spells from t…
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| 57434 |
mcp-apis-guru
Claim
Keyless directory of 2,500+ public APIs and their OpenAPI specs, enabling AI ag…
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| 57435 |
Korea Real Estate MCP
Claim
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
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| 57436 |
confluence-mcp
Claim
Enables AI assistants to search, retrieve, and manage Confluence pages, and gen…
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| 57437 |
resume-mcp
Claim
An MCP server that provides a structured API for AI agents to query a person's …
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| 57438 |
cockroachdb-mcp-server
Claim
A Model Context Protocol server that uses CockroachDB to store and manage model…
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| 57439 |
gpt-image-2-mcp
Claim
Exposes OpenAI's gpt-image-2 (image generation and editing) as an MCP server fo…
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| 57440 |
Serves as a Model Context Protocol server that provides tools to look up Amazon…
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| 57441 |
mcp-odoo-jsonrpc
Claim
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
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| 57442 |
reddit-mcp-server
Claim
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| 57443 |
linggen-mcp
Claim
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| 57444 |
mcp-s3-server
Claim
MCP server enabling AI models to list S3 buckets, objects, and download files s…
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| 57445 |
instagram-mcp
Claim
Provides Instagram analytics, media downloads, and search capabilities through …
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| 57446 |
serial-mcp
Claim
MCP server that lets LLMs talk to serial devices: microcontrollers, routers, mo…
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| 57447 |
meta-threads-mcp
Claim
Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publi…
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| 57448 |
MCP Tiingo Server
Claim
Provides financial data tools including stock prices, news, forex, fundamentals…
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| 57449 |
PoseBusters MCP Server
Claim
Validates the physical and chemical plausibility of ligand–protein docking pose…
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| 57450 |
mcp-cricket
Claim
Wraps CricAPI to provide live cricket data, enabling AI agents to query cricket…
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