MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 3 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65951 |
MCP Web Scraper
Claim
A Model Context Protocol server that scrapes static HTML with BeautifulSoup for…
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| 65952 |
Venice MCP Server
Claim
Provides 31 tools and 3 resources to access Venice's uncensored AI models for c…
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| 65953 |
Exposes Azure Databricks Jobs tools (list, run, get output) with Entra ID authe…
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| 65954 |
better-mcp
Claim
A universal MCP server that provides AI agents with structured tools for filesy…
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| 65955 |
DuckDuckGo MCP Server
Claim
MCP server that enables web search, image search, and image download using Duck…
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| 65956 |
note-post-mcp
Claim
The Universal MCP Server exposes tools for automated posting and draft saving t…
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| 65957 |
mcp-dauthau
Claim
Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …
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| 65958 |
A production-ready MCP server that exposes Aider's code editing capabilities vi…
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| 65959 |
sumo-mcp
Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
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| 65960 |
ohmyperf
Claim
Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-…
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| 65961 |
mcp-timer-server
Claim
Provides accurate system time to LLM applications with multi-timezone support v…
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| 65962 |
kaiten-mcp
Claim
Enables interaction with Kaiten project management platform through 246 tools f…
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| 65963 |
MCP keyword search
Claim
A Model Context Protocol server that enables keyword search within files, retur…
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| 65964 |
Enables developers to build Base mini apps from start to finish with 10 special…
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| 65965 |
sec-filings-mcp
Claim
SEC EDGAR MCP for agents: search 10-K/10-Q, free sample preview, full filing JS…
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| 65966 |
Wisnu MCP
Claim
A travel booking server that enables searching for flights, hotels, and destina…
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| 65967 |
mcp-workflow
Claim
Workflow automation for AI agents — browse 125 connectors + 234 templates, run …
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| 65968 |
mcp_project
Claim
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| 65969 |
CVE search, vulnerability database, EPSS exploit prediction, KEV, IP reputation…
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| 65970 |
Workers build management. Get insights and manage your Cloudflare Workers Build…
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| 65971 |
ACC MCP Server
Claim
A remote Model Context Protocol server that lets Claude on claude.ai browse you…
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| 65972 |
Crypto Options Desk MCP
Claim
An MCP server that gives an LLM agent a typed, audited tool surface over quant …
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| 65973 |
research-assistant
Claim
Enables AI-powered research by breaking a topic into subtopics, gathering infor…
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| 65974 |
Reaper MCP
Claim
Provides AI-powered undetectable browser automation for data harvesting, bypass…
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| 65975 |
MCP Job Matching Server
Claim
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
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| 65976 |
Advice Server
Claim
Provide tailored advice and recommendations through a simple API interface. Ena…
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| 65977 |
SteadyFetch
Claim
Provides AI agents with reliable web fetching capabilities, handling retries, c…
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| 65978 |
Enables managing your iOS app's entire lifecycle with natural language through …
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| 65979 |
MCP Buste Paga
Claim
Parses Italian INAZ payslip PDFs into a local SQLite database, enabling AI clie…
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| 65980 |
Android-MCP
Claim
Enables AI agents to control Android devices and emulators through direct UI in…
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| 65981 |
web-stylebook-mcp
Claim
Provides deterministic, read-only design knowledge for AI coding agents to help…
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| 65982 |
OpenReview MCP server
Claim
Enables searching for users, fetching papers, and exporting research data from …
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| 65983 |
flowvenue-mcp-server
Claim
Conversational business process runtime for AI agents with workflow orchestrati…
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| 65984 |
DevNarrate
Claim
MCP server for developer workflow automation — smart commits, secret scanning, …
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| 65985 |
UK Data API
Claim
24 UK data endpoints paid via x402 protocol. Property (Land Registry sold price…
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| 65986 |
ForLoop MCP
Claim
Enables AI harnesses to run iterative loops on code repositories with built-in …
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| 65987 |
beam-analysis
Claim
A lightweight MCP server for linear-static structural analysis of bridges and b…
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| 65988 |
MCP Documentation Server
Claim
Generates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc…
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| 65989 |
Google Tools MCP Server
Claim
Enables AI agents to interact with Google Workspace services (Gmail, Drive, Doc…
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| 65990 |
kg-memory-mcp
Claim
An in-memory knowledge graph MCP server that gives coding agents structural and…
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| 65991 |
IBKR TWS MCP Server
Claim
Enables AI agents to interact with Interactive Brokers through 48 tools for mar…
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| 65992 |
Enables AI models to search and retrieve bibliographic and digitized records fr…
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| 65993 |
easypanel-mcp-server
Claim
Full Easypanel control from Claude Code and Cursor — 37 tools for deployments, …
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| 65994 |
mcp-taiyi
Claim
Calculates Taiyi Shenshu (太乙神數) based on a given datetime and returns structure…
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| 65995 |
twake-mcp
Claim
Connects AI assistants to Linagora's Twake Workplace, enabling interaction with…
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| 65996 |
metadome-link
Claim
Enables querying of per-residue missense tolerance, Pfam domain annotations, an…
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| 65997 |
Snowflake MCP Server
Claim
Enables natural language queries against Snowflake Gold-layer tables through Cl…
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| 65998 |
n8n-mcp
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
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| 65999 |
A managed AI marketing agent that plugs into all your AI tools. Ask about your …
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| 66000 |
Text Counter MCP Server
Claim
Provides a tool to calculate basic text metrics including character count, char…
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