MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 24951 |
BLOT Nado MCP Server
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Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-w…
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| 24952 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 24953 |
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
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| 24954 |
openfinance
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Connect your financial accounts to view balances, search transactions, and get …
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| 24955 |
Kubernetes MCP Server
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powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
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| 24956 |
ai-trading-bot-01
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| 24957 |
Vibe-Coder MCP Server
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Implements a structured development workflow for LLM-based coding with feature …
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| 24958 |
mcp-novus-aevum
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| 24959 |
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
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| 24960 |
Ingest and analyze Terraform modules from multiple repositories for AI RAG syst…
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| 24961 |
director
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MCP Playbooks for AI agents
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| 24962 |
ThinkWatch
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Enterprise AI bastion host for secure AI API and MCP access, with unified proxy…
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| 24963 |
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
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| 24964 |
sss
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| 24965 |
agent-discover
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MCP server registry and marketplace - discover, install, activate tools on dema…
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| 24966 |
samyama-graph
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Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher,…
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| 24967 |
An MCP server for browser automation using Playwright
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| 24968 |
Enable AI agents to interact with Reddit by reading posts, creating content, an…
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| 24969 |
An MCP server that integrates with Microsoft Copilot Studio to deliver humor co…
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| 24970 |
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
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| 24971 |
dotbot
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Structured, auditable AI-assisted development for teams. Zero-dependency MCP se…
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| 24972 |
Recur
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Subscription payment platform for Taiwan — manage products, customers, and bill…
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| 24973 |
APIFold
Claim
Turn any REST API into a hosted MCP server. 18 free public servers (GitHub, Str…
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| 24974 |
llm-app-exploration
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A pattern for LLM agents to explore and control any app — mobile or desktop. Ac…
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| 24975 |
apra-fleet
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Coordinate Claude Code agents across every machine in your network — from a sin…
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| 24976 |
forge
Claim
Turn a one-line idea into a branch with tested, reviewed, committed code. The b…
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| 24977 |
pentest-ai
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The most autonomous pentesting AI on the market. MCP server + Python agents wit…
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| 24978 |
coupang-mcp
Claim
Claude/Cursor에서 쿠팡 검색. 최저가 비교, 로켓배송 표시, 중고상품도 검색됨. API 키 불필요.
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| 24979 |
AnyDocs MCP Server
Claim
Transforms any website's documentation into an MCP-compatible interactive knowl…
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| 24980 |
Runn MCP Server
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Connects AI assistants to the Runn.io resource planning platform to manage proj…
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| 24981 |
Open Brain
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Personal knowledge graph with 16 MCP tools. Auto-links, deduplicates, tracks th…
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| 24982 |
git-summary
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Git repo intelligence: summaries, blame, changelogs, branch health, and history…
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| 24983 |
Canny MCP Server
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Enables interaction with Canny.io customer feedback platform through natural la…
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| 24984 |
SerpApi MCP Server
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Enables searching across multiple search engines (Google, Bing, YouTube, DuckDu…
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| 24985 |
snapcall-test4
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| 24986 |
ERPNext MCP Server
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Enables users to manage CRM leads, opportunities, projects, tasks, and sales re…
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| 24987 |
naver_search
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| 24988 |
xap
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Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
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| 24989 |
Enable AI agents to perform advanced code search and querying across repositori…
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| 24990 |
mcp-server-251215
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| 24991 |
VERITAS
Claim
Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…
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| 24992 |
Detect NSFW images using JigsawStack's AI Models.
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| 24993 |
Saber
Claim
Sales intelligence — research companies, qualify prospects, and find contacts.
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| 24994 |
SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI …
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| 24995 |
Gemini API Server
Claim
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
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| 24996 |
cq_mcp
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| 24997 |
retell
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| 24998 |
smithery-cloud
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| 24999 |
An MCP server that provides access to Vikunja, a self-hosted task management so…
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| 25000 |
OSINT MCP Server
Claim
Exposes popular OSINT and reconnaissance tools like Sherlock, SpiderFoot, and H…
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