MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 3 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35601 |
@kamiazya/whiteboard-mcp
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Enables AI agents to collaboratively draw and annotate Excalidraw diagrams in r…
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| 35602 |
epidemicsound-mcp
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| 35603 |
Context Zero Engine
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A local code-intelligence engine for AI agents that indexes repositories into a…
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| 35604 |
Session Control
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Manage session settings, health checks, and security safeguards in one place. C…
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| 35605 |
cox-automotive-mcp
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First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
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| 35606 |
Template MCP Server
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A production-ready template for developing MCP servers with Python and FastMCP,…
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| 35607 |
azure-pricing-mcp
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Enables LLMs to query Azure service pricing via the public Azure Retail Prices …
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| 35608 |
DriftHound MCP Server
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Enables Claude to discover and understand infrastructure-as-code drift by listi…
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| 35609 |
Real-time Polymarket analytics for AI agents. Query live prediction market data…
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| 35610 |
Local-first personal finance MCP. Aggregates bank, brokerage, credit, and loan …
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| 35611 |
Ultrahuman MCP Server
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Enables fetching health and fitness metrics from the Ultrahuman API, including …
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| 35612 |
MCP server for self-hosted Jira instance with Personal Access Token authenticat…
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| 35613 |
extracto-mcp
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Enables Claude and any MCP client to turn a URL plus a schema into validated, t…
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| 35614 |
Text Counter MCP Server
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Provides a tool to calculate basic text metrics including character count, char…
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| 35615 |
mcp_trello
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| 35616 |
web-reader
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A self-hosted MCP server that reads web pages and converts them to Markdown, wi…
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| 35617 |
MCP Apple Reminders
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A macOS-only MCP server that exposes Apple Reminders to AI clients, enabling cr…
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| 35618 |
jsony-mcp
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Enables AI assistants to read, write, query, and manage JSON data files with au…
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| 35619 |
ng-blatui
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ng-blatui for Angular — search components, blocks, charts & templates and read …
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| 35620 |
Enables AI assistants to query NYC capital project data (schedule, budget, life…
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| 35621 |
Taiga MCP Server
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Enables LLMs to manage Taiga projects, sprints, user stories, tasks, issues, ep…
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| 35622 |
utility-grid-mcp
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Search and call utility APIs for OCR, image, audio, web, math, conversion and g…
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| 35623 |
claude-orator-mcp
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An MCP server for deterministic prompt optimization in Claude Code. Score promp…
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| 35624 |
@unihodl/mcp-server
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Hands a human's working browser session — tabs, scroll positions, video timesta…
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| 35625 | — | |||||||||
| 35626 |
Sally Skills
Claim
Plug Sally AI into your agent.
The clinical-grade health intelligence behind A1…
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| 35627 |
ai-debate
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Enables Claude Code to debate with Gemini on a given topic by managing conversa…
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| 35628 |
yandex-lavka-mcp
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Unofficial MCP server for ordering Yandex Lavka groceries: search, cart, checko…
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| 35629 |
job-description-ai-mcp
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job-description-ai-mcp MCP server by MEOK AI Labs
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| 35630 |
Magector
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Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent i…
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| 35631 |
Easy!Appointments
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Find open slots, book, move and cancel Easy!Appointments bookings, with OAuth a…
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| 35632 |
claude-desktop-mcp
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A fake MCP server with 108 themed tools for testing Claude Desktop's handling o…
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| 35633 |
OpenAI-compatible MCP server for running image analysis tools against your own …
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| 35634 |
Mapify MCP Server
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Enables AI assistants to generate interactive mind maps from text, YouTube vide…
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| 35635 |
PayQL
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PayQL is an MCP server that lets any AI agent query The Graph and pay per query…
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| 35636 |
Jinike AI MCP Server
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Connects Claude to email, calendar, and tasks via Jinike AI, enabling inbox rea…
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| 35637 |
SAP RFC MCP Server
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A Model Context Protocol (MCP) server that provides seamless integration with S…
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| 35638 |
lazy-mcp-router
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Safety-first local MCP tool gate with control plane, runtime security, and obse…
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| 35639 |
sideshell
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AI sidecar terminal — let Claude/Cursor run commands in a visible, persistent t…
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| 35640 |
Carbon Arc
Claim
The infrastructure for the AI economy: primitives for inference, agents, and de…
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| 35641 |
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| 35642 |
@gapup/mcp-knowledge
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Provides access to 9 AI executives offering board-ready business intelligence, …
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| 35643 |
encoding-devops
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An MCP server that connects Claude to video encoding workflows, enabling smart …
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| 35644 |
Enables controlling smart home devices like lights, fans, air conditioners, and…
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| 35645 |
Cross-border preflight, x402 quote and evidence receipts for A2A/MCP agent work…
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| 35646 |
mcp-searxng
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An MCP server that integrates the SearXNG API for web search and URL content ex…
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| 35647 |
exchange_rate_MCP
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Enables users to retrieve the latest USD/KRW exchange rate and receive user-fri…
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| 35648 |
Memorised them All
Claim
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
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| 35649 |
fleet-mcp-server
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Enables semantic search, recommendations, and similar crate lookups for Rust cr…
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| 35650 |
Smriti MCP
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A portable memory server for AI agents, built for the Model Context Protocol (M…
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