MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60101 |
Image to SVG
Claim
MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format
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| 60102 |
mcp-sofa
Claim
MCP server for Stack Overflow for Agents, enabling search, post creation, votin…
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| 60103 |
perplexity-webui-scraper
Claim
An advanced, high-performance Python client, MCP server, and REST API for rever…
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| 60104 |
Dokploy MCP Server
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Enables AI assistants to manage cloud infrastructure through natural language b…
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| 60105 |
Paperboy
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Enables sending Markdown or EPUB content to a Kindle device via MCP. Users can …
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| 60106 |
airspace-monitor-mcp
Claim
airspace-monitor-mcp MCP server by MEOK AI Labs
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| 60107 |
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
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| 60108 |
ArXiv Sync MCP Server
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Enables AI assistants to search, download, and access arXiv papers with local s…
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| 60109 |
ProofStream MCP Server
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Enables AI agents to dispatch human verifiers for physical world tasks like pro…
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| 60110 |
Telique MCP
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Enables querying telecom routing data (LRN, CNAM, DNO, LERG, toll-free routing)…
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| 60111 |
sex
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| 60112 |
mcp-bridge
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YAML-configured MCP server that exposes host commands as tools via HTTP, enabli…
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| 60113 |
obsidian-local-rest-api
Claim
Built-in MCP server that gives AI agents direct access to an Obsidian vault for…
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| 60114 |
fairrecruit
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| 60115 |
david-mcp7
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| 60116 |
smartfarm-connect
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| 60117 |
MCP Selenium Server
Claim
Enables AI agents to automate browser interactions using Selenium WebDriver, su…
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| 60118 |
speed-to-lead-agent
Claim
MCP server for qualifying and responding to inbound leads in seconds using a mu…
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| 60119 |
websets-mcp-server
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| 60120 |
GPT Tools MCP Server
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Enables Claude Code to delegate web research and image generation to ChatGPT vi…
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| 60121 |
MCP GitHub Reader
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A lightweight MCP server for bringing GitHub repositories into context for larg…
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| 60122 |
FastMCP server for Substack — publish Notes and posts, pull analytics, manage d…
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| 60123 |
stessa-mcp
Claim
MCP server for Stessa rental-property accounting platform, enabling AI agents t…
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| 60124 |
bounded-tools-mcp
Claim
Read-only MCP server over bounded.tools's Sigstore-verified static API (stdio).
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| 60125 |
sifter
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Structure any document, query it like a database. Open-source extraction engine…
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| 60126 |
swarmskills
Claim
A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 to…
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| 60127 |
ollama-vision-mcp
Claim
Enables text-only AI models to analyze images via local Ollama multimodal model…
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| 60128 |
mcp-climatiq
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Climatiq MCP server that calculates carbon footprints using emission factors, e…
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| 60129 |
Redfish MCP Server
Claim
Enables AI agents to manage infrastructure through natural language queries to …
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| 60130 |
anaplan-user-mcp
Claim
A read-only MCP server for Anaplan that exposes 5 tools for business users to e…
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| 60131 |
Jupyter MCP Server
Claim
Enables AI agents to interact with Jupyter notebooks via MCP tools for querying…
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| 60132 |
ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.
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| 60133 |
servidor-acordaos-ia
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| 60134 |
Tripwire
Claim
An MCP server that gives an AI coding agent real control of Roblox Studio and R…
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| 60135 |
HitKeep
Claim
Read-only MCP server for aggregate HitKeep analytics and official documentation…
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| 60136 |
tubemind-secure-mcp
Claim
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 con…
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| 60137 |
Myelin
Claim
Myelin provides persistent, brain-inspired memory for AI agents, enabling cross…
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| 60138 |
Enables Claude to search and retrieve articles from the Sneaky Sasquatch game w…
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| 60139 |
Acts as a gateway to interface with the Evolution API, exposing an MCP server v…
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| 60140 |
A standalone MCP server for read-only encyclopedia search and retrieval of Leek…
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| 60141 |
repl-mcp
Claim
Enables creation and management of persistent REPL sessions for various languag…
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| 60142 |
addon-mcp
Claim
Help agents automatically write and test stories for your UI components.
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| 60143 |
grok-build-plugin
Claim
Live X (Twitter) and web search for any coding agent through your existing Grok…
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| 60144 |
paldo-mcp
Claim
MCP server providing access to 1M synthetic Korean personas based on KOSIS stat…
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| 60145 |
ClawPay
Claim
Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
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| 60146 |
Zefix MCP Server
Claim
An MCP server for interacting with the Swiss Commercial Register via Zefix REST…
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| 60147 |
MCP server for information collection, text analysis, and content generation, e…
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| 60148 |
DesignBot MCP
Claim
Forwards messages to the Designsystemet assistant endpoint, enabling access thr…
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| 60149 |
clickhouse
Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
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| 60150 |
jupyter-editor-mcp
Claim
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
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