MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 6 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64101 |
Enables AI agents to access FDA and ClinicalTrials.gov data for medical device …
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| 64102 |
Generate App Store and Play Store screenshots from your coding agent, at exact …
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| 64103 |
fccdb
Claim
Explore FCC ULS licenses, ASR antenna structures, and microwave path elevation …
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| 64104 |
otskit-mcp
Claim
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys requir…
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| 64105 |
confluence-http-api-mcp
Claim
Read-only MCP server for self-hosted Confluence that lets AI agents search page…
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| 64106 |
Paid hosted MCP for agent-to-agent compute routing. 25% of net revenue funds co…
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| 64107 |
Svg/icons MCP
Claim
320K+ open-source SVG icons: 12 tools, anonymous metadata search; SVG, exports,…
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| 64108 |
tm-mcp
Claim
Enables AI assistants to interact with TrafficMorph for load-testing and CI-fai…
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| 64109 |
zentric-protocol-mcp
Claim
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
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| 64110 |
Home price forecasts for any US address or neighborhood. P10/P50/P90 bands acro…
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| 64111 |
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
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| 64112 |
MCP Server
Claim
Enables natural language DevOps automation with Docker, Kubernetes, and AWS int…
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| 64113 |
mcp-graphql
Claim
Enables LLMs to interact with GraphQL APIs through schema introspection and que…
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| 64114 |
mcp-sii
Claim
Open-source MCP server for Chile's SII free invoicing system, enabling AI agent…
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| 64115 |
spotify-mcp
Claim
A remote MCP server for Spotify with brokered OAuth and server-side intelligenc…
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| 64116 |
mcp_server
Claim
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| 64117 |
token-scout
Claim
Discovers LLM models in real time from cloud providers and local Ollama instanc…
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| 64118 |
Kali MCP Server
Claim
A Docker-based MCP server exposing a curated set of Kali Linux security tools f…
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| 64119 |
Miles' public credit-card catalog: facts, transfer partners, valuations. Keyles…
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| 64120 |
mcp-server-jsxgraph
Claim
Enables creating interactive mathematical visualizations like function graphs, …
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| 64121 |
Bike MCP Server
Claim
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
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| 64122 |
Norric
Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
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| 64123 |
Nuvio-MCP
Claim
A framework that helps developers quickly build AI Native IDE products.
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| 64124 |
skill-composer-mcp
Claim
A local AI skill composer that reads, analyzes, compares, and combines SKILL.md…
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| 64125 |
Connects AI agents to decentralized, community-built APIs on Solana, enabling a…
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| 64126 |
Pic Gen
Claim
Generate covers, Mermaid diagrams, cards, and terminal screenshots/images for A…
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| 64127 |
Full-stack AI agent for Livewire v4.2+ / Laravel 13 / PHP 8.4+ with planning, m…
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| 64128 |
tex-browse-use
Claim
TEX is an MCP server that enables Claude Code to perform browser tasks using pl…
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| 64129 |
Mempool Doctor
Claim
Enables blockchain mempool analysis with a free tier for basic queries and a pr…
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| 64130 |
OpenClaude MCP Server
Claim
A high-performance control plane for Ollama-based local LLM sessions with backg…
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| 64131 |
mcp-gwansang
Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
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| 64132 |
Claw Recall
Claim
Persistent, searchable memory for AI agents. Enables agents to recover context …
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| 64133 |
Dreambooth Studio
Claim
Ask about your Dreambooth Studio photobooths: sessions, revenue, credits, proje…
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| 64134 |
xcode-cloud-mcp
Claim
MCP server for managing Xcode Cloud workflows, builds, and test artifacts via t…
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| 64135 |
blue-matador-mcp-server
Claim
Enables natural language management of Bluematador monitoring, including cloud …
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| 64136 |
shewhart-mcp
Claim
Enables AI agents to perform statistical process control calculations using val…
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| 64137 |
Unflick
Claim
Video player for humans and AI. GUI + CLI + a built-in MCP server (39 tools) to…
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| 64138 |
apitype
Claim
Enables AI assistants to generate TypeScript types, Zod schemas, TypeBox, and J…
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| 64139 |
Web Search MCP Server
Claim
This MCP server provides tools for AI agents to search the web, fetch page cont…
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| 64140 |
MCP Govee
Claim
Enables AI assistants to control Govee smart devices, including lights, via nat…
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| 64141 |
Provides AI agents with verified, monthly software pricing data for categories …
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| 64142 |
mcp-monodraw
Claim
Enables creation, editing, and export of ASCII art diagrams using Monodraw on m…
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| 64143 |
legal-document-ai-mcp
Claim
legal-document-ai-mcp MCP server by MEOK AI Labs
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| 64144 |
ifrc-go-admin-mcp-server
Claim
Provides access to IFRC GO Admin API for disaster relief emergency fund (DREF) …
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| 64145 |
Hiking MCP Server
Claim
Allows you to search for hiking routes on Wikiloc using geographic and textual …
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| 64146 |
Mercadona Skill MCP
Claim
Enables personalized Mercadona grocery orders via natural language, with Nutri-…
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| 64147 |
ts-mcp-starter
Claim
A weather simulation MCP server that provides deterministic mock weather data f…
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| 64148 |
XGR MCP Gateway
Claim
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
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| 64149 |
mcp-minecraft-forge
Claim
MCP server for Forge Minecraft modding documentation. Gives AI assistants direc…
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| 64150 |
AIPickMyGame MCP Server
Claim
Syncs Epic/GOG/Steam game libraries with Chinese metadata, enabling AI agents t…
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