MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42501 |
Hello World MCP Server
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A simple demonstration MCP server that provides basic greeting functionality an…
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| 42502 |
Bay Street MCP
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A Model Context Protocol server that lets Claude (and any MCP client) cite actu…
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| 42503 |
An MCP server that provides 20 tools to control the Unity Editor with natural l…
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| 42504 |
mcp-server-nmap
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Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
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| 42505 |
AWS Cost Saver
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Enables scanning AWS accounts for cost optimization opportunities by reading re…
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| 42506 |
Weather MCP Server
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Provides weather forecast data from the US National Weather Service API through…
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| 42507 |
piquesignal-mcp
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Solana memecoin Flash Point alerts with conviction scoring, safety profiles, an…
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| 42508 |
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
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| 42509 |
Convert Speech to Text using JigsawStack's AI Models.
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| 42510 |
productised
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Build and publish AI products for coaching practices from inside Claude. 16 liv…
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| 42511 |
Blender MCP VXAI
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Enables natural language control of Blender 3D through MCP clients, allowing cr…
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| 42512 |
AmplifyrMCP
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AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
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| 42513 |
DevOps Helper MCP
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Provides tools and slash commands to onboard developers and manage DevOps workf…
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| 42514 |
Nutrition MCP Server
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Enables intelligent nutrition tracking through natural language meal logging wi…
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| 42515 |
Provides personalized store greetings combined with real-time weather informati…
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| 42516 |
invovate-mcp-server
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AI-agent invoice generator: PDF, JSON & UBL in 11 languages via the Invovate AP…
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| 42517 |
mbit-test
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| 42518 |
Peekaboo
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Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture…
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| 42519 |
Arco Lexicon
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Canonical vocabulary server for autonomous business design. Exposes the Arco Le…
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| 42520 |
Facebook MCP Server
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Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
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| 42521 |
Official MCP server for Western Astrology by Divine API. 53 tools covering Nata…
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| 42522 |
pdfsearch-mcp
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Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
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| 42523 |
kolas-mcp
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MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) under KAT…
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| 42524 |
mcp-erpnext
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MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
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| 42525 |
carbon
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Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
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| 42526 |
memex
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Persistent note storage for AI agents. Memex lets your assistant save, search, …
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| 42527 |
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
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| 42528 |
geoseo-mcp
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Unifies traditional SEO and Generative Engine Optimization (GEO) for Google, Bi…
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| 42529 |
Strato Scopus MCP
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Connects Scopus to AI assistants for literature discovery. Provides tools for f…
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| 42530 |
blackpoint-mcp
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An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
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| 42531 |
@inscada/mcp-server
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Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
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| 42532 |
leanmcp-sdk
Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
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| 42533 |
bluerock
Claim
Runtime visibility for Python MCP servers. Captures tool calls, session lifecyc…
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| 42534 |
skills-mcp
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A self-hostable, open-source, semantically-searchable Agent Skills registry del…
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| 42535 |
image-reader-mcp
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Enables listing image files in a directory and reading their content as base64 …
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| 42536 |
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
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| 42537 |
Enables resume parsing, querying, and email notifications via MCP tools.
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| 42538 |
mcp-searxng
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Enables AI assistants to perform web searches and read URL content via a SearXN…
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| 42539 |
MCP Simple Server
Claim
HTTP bridge that exposes MCP tools via POST endpoint, enabling remote LLMs to a…
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| 42540 |
duckdb-iceberg-mcp
Claim
Enables AI assistants to query Apache Iceberg tables on S3 via AWS Glue Data Ca…
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| 42541 |
atomicmemory
Claim
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework …
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| 42542 |
nahdd123
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| 42543 |
b24-dev-git
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| 42544 |
ChemMCP
Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
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| 42545 |
Miami Friend
Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
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| 42546 |
prolink
Claim
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
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| 42547 |
agent-workspace-linux
Claim
Isolated Linux desktop workspaces for AI agents — a hidden, agent-owned desktop…
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| 42548 |
AI-Powered Offensive Security Research Engine - desktop-native security testing…
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| 42549 | — | |||||||||
| 42550 |
dcp
Claim
Device Context Protocol — bridge LLM agents to physical devices. Sub-50-byte fr…
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