MCP Server Quality Scores
Independent quality analysis of 64126 public MCP servers
Last updated 3 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63651 |
mcp-server-vault
Claim
Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends…
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| 63652 |
demo
Claim
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| 63653 |
grok-build-mcp
Claim
MCP server that wraps the Grok CLI to enable code review, adversarial testing, …
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| 63654 |
mcp-nasa-power
Claim
MCP server for NASA POWER climate data, offering a climatology tool to retrieve…
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| 63655 |
@event4u/agent-config
Claim
Universal AI Agent OS — governed skills, rules, and commands for AI coding assi…
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| 63656 |
LogScribe MCP
Claim
Handles log file management and analysis with tools to list, read, search, filt…
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| 63657 |
mcparr
Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
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| 63658 |
mcp-server
Claim
MCP server with tools for managing routers, enabling network control through na…
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| 63659 |
deep-search-mcp
Claim
A deep web search MCP server using LinkUp API that provides a deep_search tool …
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| 63660 |
ts-mcp-server
Claim
A lightweight MCP server that provides 40 tools for TypeScript/JavaScript refac…
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| 63661 |
deepseek-pp
Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
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| 63662 |
rubberduck-mcp
Claim
Bridges AI assistants with Rubberduck VBA to enable code analysis, module manag…
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| 63663 |
ggui
Claim
Enables AI agents to generate and serve ephemeral, interactive user interfaces …
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| 63664 |
euinvoice-mcp
Claim
An MCP server for European invoicing rules. Query VAT rates, e-invoicing requir…
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| 63665 |
squad-mcp
Claim
Exposes the squad-dev workflow as deterministic MCP tools, enabling task classi…
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| 63666 |
Capital.com MCP Server
Claim
Unofficial community MCP for the Capital.com Open API. Guarded two-phase trades…
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| 63667 |
mem-forensics-mcp
Claim
Multi-tier memory forensics MCP server combining a fast Rust engine with Volati…
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| 63668 |
Konnect
Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
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| 63669 |
A standalone MCP server that exposes API endpoints as tools for AI assistants, …
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| 63670 |
Search Console Analytics
Claim
Analyze Google Search Console performance with rich dimensions, advanced filter…
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| 63671 |
Enables AI assistants to browse, read, compare, and validate OpenAPI contracts …
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| 63672 |
A Model Context Protocol server that enables interaction with Shortcut (formerl…
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| 63673 |
Tripo AI MCP Server
Claim
Enables generating, rigging, animating, and converting 3D models via Tripo AI A…
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| 63674 |
philosophy-mcp
Claim
Provides access to philosophy texts including scholarly papers from PhilPapers/…
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| 63675 |
MCP NEAR Wallet Server
Claim
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
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| 63676 |
Screenshot MCP Gateway
Claim
A unified MCP server that combines screenshot capture with HTTP/SSE gateway for…
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| 63677 |
svn-agent MCP
Claim
Enables secure SVN version control operations via MCP, including status, diff, …
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| 63678 |
OrangePro MCP
Claim
Analyzes code to map behaviors, identify untested gaps, and generate grounded i…
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| 63679 |
MCP-DB-Server
Claim
Enables natural language querying of SQL databases with robust safety guarantee…
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| 63680 |
blinkit-mcp
Claim
An API-only MCP server for Blinkit that enables automated shopping on the India…
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| 63681 |
A Model Context Protocol server that enables querying Stack Overflow for progra…
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| 63682 |
@aws/ftr-eval-mcp
Claim
Automates the AWS Foundational Technical Review (FTR) partner self-assessment b…
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| 63683 |
mcp-video-vision
Claim
MCP server that enables video analysis capabilities to Claude, including frame …
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| 63684 |
database-analytics-mcp
Claim
Provides SQLite database analytics operations through MCP, enabling AI assistan…
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| 63685 |
yuque
Claim
Enables reading Yuque documents, listing knowledge base docs, and converting so…
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| 63686 |
snippet-vault
Claim
A personal code snippet library for Claude, enabling saving, searching, and man…
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| 63687 |
PySpark MCP Server
Claim
A server implementation of MCP for Apache Spark that provides query plans and c…
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| 63688 |
lobsterdb
Claim
Enables provisioning and managing PostgreSQL databases, running SQL queries, an…
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| 63689 |
mcp-doorman
Claim
A drop-in proxy that guards MCP servers with policy enforcement, secret redacti…
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| 63690 |
Raja SQL MCP
Claim
An MCP server for interacting with SQLite databases, enabling SQL query executi…
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| 63691 |
XGR MCP Gateway
Claim
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
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| 63692 |
MCP-123
Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
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| 63693 |
mcp-ankiconnect
Claim
Connects Claude to Anki flashcard software via AnkiConnect, enabling users to r…
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| 63694 |
KakaoBoard
Claim
Multi-AI orchestration MCP server enabling multiple AI models to be added as fr…
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| 63695 |
scanline
Claim
Security scanning MCP server. Semgrep integration, SARIF parsing, baseline diff…
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| 63696 |
Othos MCP
Claim
MCP server for the Othos platform that enables AI agents to manage organization…
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| 63697 |
nectar-mcp
Claim
MCP server for the Nectar Climate utility data API, providing tools to access u…
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| 63698 |
pr-review-mcp
Claim
Unified MCP control plane for AI pull request reviews on GitHub.
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| 63699 |
MCP Server Examples
Claim
A collection of Model Context Protocol implementations ranging from a minimal h…
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| 63700 |
NetSuite SuperMCP
Claim
Provides a single MCP endpoint for AI clients to operate NetSuite via a dedicat…
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