MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 3 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34601 |
mcp-local-files
Claim
Enables ChatGPT/Codex to read, search, and edit files in a single allowed folde…
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| 34602 |
ai-devtool-mcp-server
Claim
MCP server for AI DevTool workflow, exposing tools and resources for code revie…
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| 34603 |
meshy-youtube-mcp
Claim
Enables generating 3D models from text prompts, rendering turntable animations,…
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| 34604 |
diaspora-mcp
Claim
Provides tools for Kenyans abroad to navigate dual citizenship, diaspora taxes,…
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| 34605 |
ProtonMail MCP Server
Claim
An MCP server that connects to ProtonMail via Bridge, enabling AI assistants li…
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| 34606 |
MoziChem-MCP
Claim
A collection of MCP servers for chemical engineering and chemistry applications…
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| 34607 |
LiteAPI MCP Server
Claim
Enables interaction with LiteAPI's hotel booking and travel services through MC…
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| 34608 |
Hermes Second Brain
Claim
Enables capturing, searching, and organizing Obsidian notes from Telegram via H…
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| 34609 |
Bookshop MCP Example
Claim
Exposes a CAP bookshop service via MCP, enabling AI agents to query books, auth…
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| 34610 |
An MCP server that enables AI assistants to manage your Radarr movies and Sonar…
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| 34611 |
coderlegion-mcp
Claim
Connects AI agents like Claude, Cursor, and Cline to the CoderLegion developer …
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| 34612 |
CompleteMCP
Claim
Enables tailoring resumes to job descriptions by scraping JDs, applying rules, …
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| 34613 |
db-tools-mcp
Claim
Exposes SQL Server and Snowflake schema metadata to AI coding agents, enabling …
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| 34614 |
mindvault-mcp
Claim
A privacy-first MCP server that converts messy multi-turn conversations into st…
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| 34615 |
Provides access to the fal-ai/recraft/v3 image generation model for creating hi…
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| 34616 |
Next.js MCP Server
Claim
Enables MCP-compatible clients to inspect Next.js codebases, analyze App Router…
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| 34617 |
meeting-memory-mcp
Claim
A local-first MCP server that stores meeting transcripts and maintains a search…
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| 34618 |
NetMCP
Claim
A professional-grade network analysis MCP server that integrates Wireshark/TSha…
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| 34619 |
apollo-io-mcp-server
Claim
Exposes Apollo.io API functionalities as MCP tools for people and organization …
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| 34620 |
Enables executing SQL queries against Salesforce Data Cloud from Cursor, with t…
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| 34621 |
md-vision-mcp
Claim
Read Markdown with inlined images and heading indexes for agentic RAG over loca…
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| 34622 |
spotify-mcp
Claim
Enables Claude to control Spotify playback, search tracks/albums/artists/playli…
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| 34623 |
Anki AI MCP Server
Claim
Bridge between AI assistants and Anki Desktop, enabling automated flashcard man…
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| 34624 |
Yandex Wordstat MCP
Claim
MCP server for querying Yandex Wordstat via Yandex Cloud Search API. Enables ch…
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| 34625 |
ignition-mcp
Claim
MCP server for Inductive Automation Ignition, enabling AI assistants to browse …
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| 34626 |
phpipam-mcp-server
Claim
Enables interaction with phpIPAM IP address management (IPAM) system, providing…
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| 34627 |
sp-devcontrol
Claim
Local governance layer for AI-assisted development, providing human authorizati…
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| 34628 |
polymarket-mcp
Claim
MCP server for Polymarket prediction markets enabling query of markets, events,…
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| 34629 |
zombie-killer
Claim
Scans bank statements for zombie subscriptions and drafts cancellation, renegot…
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| 34630 |
brain-operator-mcp
Claim
A TypeScript MCP server that lets ChatGPT and other MCP clients read and safely…
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| 34631 |
jarbobo
Claim
Enables LLMs to draw interactive diagrams (architecture, sequence, class) insid…
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| 34632 |
CardioTriage MCP Server
Claim
Provides phenotype-aware cardiovascular triage tools including FHIR R5 case ret…
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| 34633 |
cric-mcp
Claim
Enterprise-grade MCP server providing daily cricket updates via FastAPI and SSE…
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| 34634 |
claude-consult-mcp
Claim
Enables OpenAI Codex to consult Claude Code for co-analysis, adversarial second…
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| 34635 |
Astro Skill MCP Server
Claim
Provides Vedic astrology calculations (kundali, dasha, panchang, yoga) and Hind…
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| 34636 |
muninn-local-mcp
Claim
A local-first MCP server providing persistent, project-scoped and global memory…
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| 34637 |
snapcall-test4
Claim
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| 34638 |
An MCP server that enables signing, verifying, and managing APK files and keyst…
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| 34639 |
OpenAPI MCP
Claim
A generic MCP server that builds its tools at runtime from any OpenAPI specific…
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| 34640 |
Hotmart MCP Server
Claim
Enables AI agents to manage Hotmart products, sales, and other operations throu…
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| 34641 |
AI Blog MCP Agent
Claim
A local AI-powered research agent that searches the web, fetches real content, …
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| 34642 |
mcp-server-stdio
Claim
A starter MCP server using StdioServerTransport, providing example tools to che…
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| 34643 |
Weather MCP Server
Claim
Provides real-time weather alerts and forecasts for US locations by integrating…
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| 34644 |
code-reviewer-ai-mcp
Claim
code-reviewer-ai-mcp MCP server by MEOK AI Labs
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| 34645 |
multsearch-mcp
Claim
A dual-path web search MCP server for Claude Code that cross-validates results …
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| 34646 |
Identity AIops
Claim
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 2…
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| 34647 |
Recordant
Claim
Patent-pending diagnostic + decisions-ledger engine for any host software syste…
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| 34648 |
CUT Clarity MCP Server
Claim
Read-only MCP server exposing Microsoft Clarity analytics data as tools for Cha…
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| 34649 |
console-bridge
Claim
Captures and queries browser console logs from all tabs, enabling AI assistants…
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| 34650 |
mcp-windows-app-launcher
Claim
Enables AI assistants to find and launch Windows applications by name using mul…
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