MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41201 |
mcp-figshare
Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
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| 41202 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
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| 41203 |
test11
Claim
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| 41204 |
allai
Claim
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| 41205 |
chemistry
Claim
Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, ret…
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| 41206 |
netlify-mcp
Claim
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| 41207 |
agent-cost-meter
Claim
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
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| 41208 |
vk-ads-mcp
Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
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| 41209 |
StarUML MCP Server
Claim
Enables creating diagrams or generating code from diagrams in StarUML via promp…
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| 41210 |
arxiv-mcp-server
Claim
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| 41211 |
Langfuse MCP Server
Claim
Model Context Protocol server for Langfuse observability. Query traces, analyze…
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| 41212 |
test-demo
Claim
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| 41213 |
proofof-ai-mcp
Claim
proofof-ai-mcp MCP server by MEOK AI Labs
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| 41214 |
mcp-openaire
Claim
Enables AI agents to search and retrieve EU research outputs including publicat…
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| 41215 |
yfinance-mcp-server
Claim
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| 41216 |
Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks f…
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| 41217 |
Ready APIs
Claim
121 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
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| 41218 |
mcp-oracle-dba
Claim
A read-only, audited, and SQL-guarded Model Context Protocol server for Oracle …
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| 41219 |
Real-time US and Canadian sales tax and use tax rates by address or geographic …
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| 41220 |
claude-intercom
Claim
Enables real-time messaging between Claude Code instances, allowing agents to s…
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| 41221 |
Pexels MCP Server
Claim
Enables AI models to search and retrieve photos, videos, and collections from P…
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| 41222 |
n8nmcpremote
Claim
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| 41223 |
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
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| 41224 |
Dooray MCP Server
Claim
Enables Claude Code to query, create, and modify Dooray tasks via natural langu…
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| 41225 |
Tor MCP Server
Claim
Enables secure access to Tor/onion services with content filtering and safety g…
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| 41226 |
capitainecarbone
Claim
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| 41227 |
A government-oriented MCP server implementing security controls for AegisReader…
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| 41228 |
weather-mcp-server
Claim
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| 41229 |
inkscape-mcp
Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
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| 41230 |
rootcause-mcp
Claim
Enables AI agents to perform structured root cause analysis from clinical incid…
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| 41231 |
Futu Stock MCP Server
Claim
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
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| 41232 |
massive-mcp
Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
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| 41233 |
lunar
Claim
Browser-based geometry processing server that enables AI agents to create geome…
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| 41234 |
hap-mcp
Claim
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| 41235 |
gyibb-mcp
Claim
Cited product-review verdicts from real user voices — free remote MCP, no API k…
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| 41236 |
i18n-mcp
Claim
MCP server for managing i18n JSON translation files. Provides Claude with struc…
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| 41237 |
notes-mcp
Claim
A simple MCP server for chatbot/human collaborative management of text content …
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| 41238 |
substack-mcp
Claim
MCP server for Substack that lets Claude Code create drafts, upload images, set…
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| 41239 |
DuckDuckGo MCP Agent
Claim
A minimal, production-ready MCP server enabling LLMs to perform web searches vi…
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| 41240 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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| 41241 |
Healthy Pokes
Claim
A calorie tracking MCP server that processes food photos and text descriptions …
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| 41242 |
Garmin MCP Server
Claim
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
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| 41243 |
OriginLab MCP Server
Claim
Bridge between AI assistants and OriginLab, enabling data import, plotting, ana…
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| 41244 |
MCP Search & Fetch
Claim
Provides web search and page fetching capabilities using Ollama's API.
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| 41245 |
Rezi Resume MCP
Claim
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
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| 41246 |
opportunity-mcp
Claim
Enables AI assistants to search and filter youth opportunities such as scholars…
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| 41247 |
SmartSuite MCP Server
Claim
A locally-hosted MCP server enabling AI agents to securely interact with SmartS…
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| 41248 |
Haunt API
Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
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| 41249 |
AgentVault
Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
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| 41250 |
MCP Aggregator Server
Claim
Provides a unified MCP interface that proxies requests to multiple backend serv…
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