MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47251 |
An MCP server implementation that enables searching and retrieving research art…
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| 47252 |
tibet-ipoll-mcp
Claim
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
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| 47253 |
MCP server for Endless, an all-in-one platform to collaborate, transform, and c…
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| 47254 |
dispense-record-mcp
Claim
GOC-compliant optical dispense record validation. Captures prescription, lens c…
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| 47255 |
mcp-appium-gestures
Claim
Provides resources and tools for generating Appium mobile gesture code (tap, sw…
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| 47256 |
brave-search-mcp-1
Claim
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| 47257 |
oblio-mcp
Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
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| 47258 |
CloudPepper
Claim
Manage CloudPepper servers, Odoo instances, backups, and deployments over MCP.
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| 47259 |
Enables AI assistants to explore and interact with the Facets Control Plane API…
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| 47260 |
layergen-mcp
Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
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| 47261 |
TikVid MCP Server
Claim
Enables AI agents to interact with a TikTok-style social video platform, includ…
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| 47262 |
An MCP server that provides web search and semantic reranking capabilities usin…
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| 47263 |
optometry-patient-mcp
Claim
FHIR-based patient records for domiciliary opticians
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| 47264 |
neuronwriter-mcp
Claim
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| 47265 |
survey-builder-ai-mcp
Claim
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
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| 47266 |
Servonaut
Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
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| 47267 |
28 tools that make AI write, implement, and verify structured intent — so hallu…
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| 47268 |
saft-mcp
Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
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| 47269 |
A remote MCP server deployable on Cloudflare Workers without authentication, pr…
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| 47270 |
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
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| 47271 |
mcp
Claim
Turn the web into structured, reliable, actionable enterprise data for AI Agents
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| 47272 |
react-native-dev-mcp
Claim
MCP server that gives AI coding agents hands, eyes and a mechanic's ear for Rea…
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| 47273 |
mcp-service
Claim
A 3-tier relay service that serves MCP tools via WebSocket, including calculato…
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| 47274 |
SCModeling
Claim
Supply-chain network design via simulation, optimization, and greenfield analys…
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| 47275 |
Generates web images using AI via ModelScope FLUX model, supporting multiple im…
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| 47276 |
phasefolio
Claim
Biotech rNPV/PoS engine for AI agents. Signed exports, evidence register, asset…
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| 47277 |
RAM Prices MCP Server
Claim
Caches and serves DDR/DRAM weekly price series from memorys.com and historical …
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| 47278 |
Enables AI assistants to monitor and analyze industrial process data from DCS/S…
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| 47279 |
mcp-server
Claim
Your company's brain for AI agents. Cited, permission-aware knowledge across ev…
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| 47280 |
git-mcp
Claim
Standalone MCP server for GitHub that enables repository management, branch ope…
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| 47281 |
Enables high-quality AI image generation with superior text rendering using the…
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| 47282 |
Documize MCP Server
Claim
A Model Context Protocol (MCP) server that provides seamless integration with t…
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| 47283 |
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
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| 47284 |
savvly
Claim
Savvly Longevity Benefit: product, comparisons, eligibility, and retirement pro…
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| 47285 |
Serves RootApp documentation files with search and retrieval capabilities, enab…
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| 47286 |
React Native Debug MCP
Claim
Enables AI agents to inspect, log, and control React Native apps on Android emu…
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| 47287 |
Grokipedia MCP Server
Claim
Enables searching and retrieving content from Grokipedia, with tools for page l…
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| 47288 |
Firefly III MCP Server
Claim
A Model Context Protocol server that provides programmatic access to Firefly II…
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| 47289 |
CRE Intelligence
Claim
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
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| 47290 |
Catholic AI compass: system prompts from Pope Leo XIV's encyclical Magnifica Hu…
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| 47291 |
gmail-mcp-server
Claim
A secure MCP server that enables Claude to read, search, send, reply, forward, …
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| 47292 |
Enables AI assistants to manage Empire listeners, stagers, agents, modules, and…
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| 47293 |
nl-opendata-mcp
Claim
Enables accessing and querying Dutch government open datasets from CBS and data…
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| 47294 |
EWS Meeting MCP
Claim
Safely schedule Outlook meetings on on-prem Exchange EWS with preview-confirmed…
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| 47295 |
Android-MCP
Claim
Enables AI agents to control Android devices and emulators through direct UI in…
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| 47296 |
adsmcp
Claim
MCP-native ad server. Monetize AI chatbots and agents with conversational ads.
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| 47297 |
Enables AI assistants to manage Google Ads accounts by providing tools for quer…
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| 47298 |
Claude-OS
Claim
A concise Claude reference bundle for developers, covering commands, MCP server…
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| 47299 |
mcp-file-lens
Claim
An MCP server that provides a flexible lens into directory structures and files…
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| 47300 |
filemaker-odata-mcp
Claim
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
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