MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56651 |
Horizun PBI MCP
Claim
Open-source MCP server for Power BI Desktop, DAX, PBIP, TMDL and PBIR automatio…
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| 56652 |
minimax-llm-mcp
Claim
Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat complet…
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| 56653 |
RT MCP Server
Claim
Read-only MCP server for Request Tracker (RT) via REST2 API, enabling ticket se…
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| 56654 |
Provide real-time cryptocurrency market data from Binance directly to AI agents…
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| 56655 |
mcp-stat-lv
Claim
MCP server that enables querying Latvian official statistics from data.stat.gov…
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| 56656 |
bsl-context
Claim
MCP server that validates AI-generated 1C:Enterprise (BSL) code against the rea…
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| 56657 |
video-editor
Claim
An MCP server for programmatic video editing using ffmpeg, enabling draft creat…
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| 56658 |
lithium-vault-mcp
Claim
Primary-source lithium & battery-metals mining data (AISC, reserves, filings) v…
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| 56659 |
gdb-mcp
Claim
MCP server that wraps gdb to enable LLMs to drive live debugging sessions, incl…
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| 56660 |
SpotifyMCP
Claim
Enables creating and searching Spotify playlists through natural language using…
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| 56661 |
Enables building ChatGPT apps with custom UI widgets via a minimal Node.js MCP …
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| 56662 |
Transforms AI coding assistants into context-aware developers by auto-detecting…
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| 56663 |
Postman MCP Server
Claim
An MCP server that exposes Postman API requests as tools, enabling natural lang…
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| 56664 |
@kazuph/mcp-obsidian
Claim
Obsidian vault connector for Claude Desktop - enables reading and writing Markd…
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| 56665 |
SkillFM Beacon
Claim
AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits f…
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| 56666 |
claude-find
Claim
Pull Deep Memory from across your Claude Code Sessions — when you need it.
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| 56667 |
Compabase
Claim
MCP server for 3M+ Polish companies — KRS & CEIDG financials, ownership, and in…
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| 56668 |
An MCP server that enables Amazon Q CLI users to create, query, and manage Mave…
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| 56669 |
Barber & cosmetology exam pass rates, booth rent with open chairs, and Texas li…
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| 56670 |
Provide seamless integration with Clockify's time tracking API through a compre…
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| 56671 |
test-mcp
Claim
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| 56672 |
agy-bridge
Claim
Delegate heavy tasks from Claude Code (or any MCP client) to the Antigravity CL…
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| 56673 |
commit-message-ai-mcp
Claim
commit-message-ai-mcp MCP server by MEOK AI Labs
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| 56674 |
meican-mcp
Claim
美餐MCP服务器，支持查询餐次、餐厅、菜单和订单，以及下单和取消订单操作。
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| 56675 |
TranscriptFetch
Claim
Transcripts from YouTube, TikTok, Instagram, X & Facebook + web pages as Markdo…
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| 56676 |
mcp-server-vault
Claim
Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends…
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| 56677 |
dominion-observatory
Claim
Behavioral trust scoring for MCP servers and AI agents. Live registry tracking …
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| 56678 |
Israel Real Estate MCP
Claim
MCP server for querying Israeli government real estate data, enabling property …
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| 56679 |
openai-responses-mcp
Claim
Lightweight MCP server using OpenAI Responses API with built-in web search, ena…
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| 56680 |
amnesic
Claim
Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.
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| 56681 |
gpu
Claim
Agent-to-agent network for teams: dm, who-knows-X routing, shared rooms. Human-…
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| 56682 |
Enables AI-powered shopping assistance by analyzing natural language shopping q…
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| 56683 |
A Model Context Protocol server that provides read-only access to MySQL databas…
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| 56684 |
Basedash
Claim
Governed BI MCP. Ask questions of live company data and list workspace sources …
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| 56685 |
vectora
Claim
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Cla…
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| 56686 |
boe-mcp
Claim
Enables querying Spanish BOE consolidated legislation, daily summaries, and leg…
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| 56687 |
Jira MCP Server
Claim
Provides AI assistants with tools to query, filter, and analyze JIRA issues sto…
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| 56688 |
MCP server for Linear that allows creating issues, adding comments, and listing…
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| 56689 |
Transforms Claude into a production-grade pair programmer by orchestrating best…
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| 56690 |
n8n MCP Agent
Claim
Autonomous AI agent for n8n workflow automation with credential factories, exec…
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| 56691 |
A Model Context Protocol server with GitHub API integration that enables intera…
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| 56692 |
helppilot-mcp
Claim
A local MCP server that connects Claude Desktop to your HelpPilot tenant on pil…
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| 56693 |
Enables AI agents to access FDA and ClinicalTrials.gov data for medical device …
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| 56694 |
Automatically injects development framework context and workflows into Claude c…
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| 56695 |
confluence-http-api-mcp
Claim
Read-only MCP server for self-hosted Confluence that lets AI agents search page…
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| 56696 |
fccdb
Claim
Explore FCC ULS licenses, ASR antenna structures, and microwave path elevation …
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| 56697 |
framebench
Claim
Estimated game fps for any GPU or Apple Silicon chip, with the limiter and twea…
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| 56698 |
tm-mcp
Claim
Enables AI assistants to interact with TrafficMorph for load-testing and CI-fai…
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| 56699 |
Svg/icons MCP
Claim
320K+ open-source SVG icons: 12 tools, anonymous metadata search; SVG, exports,…
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| 56700 |
mcp-graphql
Claim
Enables LLMs to interact with GraphQL APIs through schema introspection and que…
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