MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41651 |
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
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| 41652 |
nomos-slack-mcp
Claim
An MCP server that enables AI agents to read and write Slack messages as the us…
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| 41653 |
local-rag
Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
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| 41654 |
brkt-gdrive-mcp
Claim
MCP server for semantic search over Google Drive documents, enabling AI tools t…
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| 41655 |
Fabits MCP Server
Claim
Enables investment in mutual funds through the Fabits MyWealth platform with na…
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| 41656 |
Testing Farm MCP Server
Claim
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
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| 41657 |
Cursor MCP Server
Claim
Turns Claude Desktop into a Cursor-like assistant for code browsing, editing, s…
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| 41658 |
mockserver
Claim
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependen…
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| 41659 |
Cabrini
Claim
Intelligence exchange for AI agents.
Contribute reasoning. Earn data. No keys r…
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| 41660 |
Arsenal MCP
Claim
A Kali Linux-based MCP server that exposes over 45 penetration testing tools fo…
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| 41661 |
mcp-geico
Claim
An MCP server that enables AI agents to interact with GEICO insurance services,…
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| 41662 |
FofaMap
Claim
A MCP-enabled asset mapping and vulnerability scanning agent with AI self-refle…
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| 41663 |
bus-scheduling-mcp
Claim
Enables LLM clients to access scheduling data, KPIs, routes, and trigger optimi…
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| 41664 |
music-perception-mcp
Claim
Analyzes audio files to extract exact, reproducible measurements like loudness,…
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| 41665 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 41666 |
openapi-spec-mcp
Claim
Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint…
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| 41667 |
Bring! MCP Server
Claim
MCP server for the Bring! shopping list API, enabling management of shopping li…
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| 41668 |
OpenGenUI MCP
Claim
An MCP server that turns natural-language descriptions into interactive HTML/JS…
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| 41669 |
Strapi MCP Suite
Claim
MCP server that exposes Strapi v5 content management, visual layout configurati…
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| 41670 |
agent-hq
Claim
An MCP server that provides shared memory, kanban board, and agent registry for…
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| 41671 |
mstr_chat_mcp_cqiu
Claim
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| 41672 |
MCP-Server
Claim
A guide and template for setting up an MCP server with Python and Node.js, inte…
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| 41673 |
my-mcp-server
Claim
A remote MCP server deployed on Cloudflare Workers with OAuth, enabling tools l…
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| 41674 |
Plone MCP Server
Claim
Enables content management, search, workflow operations, and Volto blocks manag…
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| 41675 |
uiautomator2 MCP Server
Claim
An MCP server that provides tools for controlling Android devices using uiautom…
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| 41676 |
OpenCode Advisor MCP
Claim
An unofficial MCP server that lets Codex ask a read-only OpenCode advisor for a…
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| 41677 |
MCP Filesystem Server
Claim
Provides file system operations (list, read, write, search) via MCP, enabling a…
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| 41678 |
Think MCP Server
Claim
Provides prompt management, resource management, and tool call capabilities (co…
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| 41679 |
chickchickboom
Claim
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| 41680 |
wazuh-mcp-server
Claim
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
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| 41681 |
fin-data-mcp-server
Claim
A Model Context Protocol server providing free financial market data across 13 …
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| 41682 |
Replicate MCP Server
Claim
Enables AI image generation and editing using Replicate's official models like …
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| 41683 |
lightfast-mcp
Claim
Production-ready MCP server implementations for creative applications, enabling…
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| 41684 |
MATRIX
Claim
A local, project-scoped requirement management MCP server that enables AI agent…
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| 41685 |
MCP Research Assistant
Claim
A custom MCP server that enables AI assistants to perform comprehensive researc…
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| 41686 |
mcp-mijia
Claim
Enables AI assistants to control Xiaomi Mi Home smart devices through natural l…
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| 41687 |
CaptureMind
Claim
Turn Claude Desktop conversations into visual mind maps via MCP.
Highlights blo…
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| 41688 |
flux7-memory
Claim
Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with …
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| 41689 |
ai-credits-mcp
Claim
MCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat…
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| 41690 |
npc
Claim
A browser automation MCP server that lets your IDE control your real browser (C…
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| 41691 |
google-mcp-suite-network
Claim
A tiny TypeScript wrapper that exposes five stdio MCP servers (Gmail, Calendar,…
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| 41692 |
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
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| 41693 |
mcp-netmiko-server
Claim
Enables LLMs to interact with network devices via SSH (netmiko), allowing comma…
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| 41694 |
MCP server for the Steuerboard API, enabling interaction with Steuerboard servi…
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| 41695 |
revenuecat-mcp
Claim
MCP server for RevenueCat that lets AI agents query subscriber data, check enti…
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| 41696 |
Yahoo Finance MCP Server
Claim
A lightweight MCP server for accessing Yahoo Finance data, providing stock pric…
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| 41697 |
mcp-isin
Claim
Validates ISIN and CUSIP securities identifiers, and converts CUSIP to ISIN. Pa…
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| 41698 |
Connects Baidu Netdisk to MCP-compatible AI clients, enabling AI to safely read…
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| 41699 |
carbon
Claim
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
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| 41700 |
MCP Server App
Claim
An MCP server with LangGraph agent integration that enables AI agents to use cu…
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