MCP Server Quality Scores
Independent quality analysis of 60843 public MCP servers
Last updated 2 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60751 |
@kud/mcp-harness-fme
Claim
Enables reading and toggling feature flags, managing environments, segments, an…
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| 60752 |
sicarius-guard
Claim
Solana token safety oracle for AI agents and trading bots. Byte-level SPL mint …
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| 60753 |
asdasdasdasdasdds
Claim
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| 60754 |
lark-chat-mcp
Claim
Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via …
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| 60755 |
langchain-docs-local-mcp
Claim
An offline MCP server that provides LangChain and LangGraph documentation searc…
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| 60756 |
Browser Runtime MCP
Claim
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
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| 60757 |
cmd-mcp-server
Claim
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| 60758 |
AbletonMCP
Claim
Control Ableton Live from Claude Code via the Model Context Protocol (MCP). Cre…
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| 60759 |
Flightdeck MCP Server
Claim
Enables AI clients to manage Flightdeck projects, work items, cycles, modules, …
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| 60760 |
summarizer-ai-mcp
Claim
MCP server for summarizer ai. Features summarize text, extract key points, gene…
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| 60761 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
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| 60762 |
Modular RAG MCP Server
Claim
Enables building production-grade RAG systems with agentic reasoning, hybrid re…
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| 60763 |
color-engine-mcp
Claim
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut …
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| 60764 |
fillin
Claim
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| 60765 |
cardnews-mcp-server
Claim
Converts subtitles or text into a single 1080×1620 infographic card (HTML+PNG) …
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| 60766 |
claude-annotate
Claim
Enables visual annotation on web pages for Claude Code, allowing element select…
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| 60767 |
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
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| 60768 |
Plausible MCP
Claim
Enables natural language interaction with Plausible Analytics data to query tra…
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| 60769 |
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access…
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| 60770 |
SkillStrata
Claim
Enables automatic discovery and reuse of tools from Claude Code execution trace…
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| 60771 |
T1/T2 Protocol
Claim
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
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| 60772 |
Fraim Context MCP
Claim
Enables semantic search of project documentation using hybrid vector and full-t…
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| 60773 |
Composer
Claim
<p align="center">
<img src="https://github.com/OliverGrabner/composer-mcp/ra…
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| 60774 |
hooksense-mcp
Claim
Webhook & callback layer for AI agents: create a callback URL, then `wait_for_c…
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| 60775 |
Federated Directory MCP
Claim
Enables contact searches within the Federated Directory system by name or email…
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| 60776 |
mcp-redfish
Claim
Enables AI assistants to monitor and control server hardware (power, thermal, s…
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| 60777 |
Data MCP Server
Claim
Enables scientific data introspection and visualization of VTK datasets with fo…
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| 60778 |
LegendCFS MCP Server
Claim
Acts as a bridge between Pickaxe Agents and Supabase PostgreSQL, exposing 15 MC…
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| 60779 |
autonomad-travel
Claim
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
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| 60780 |
ElevenLabs MCP Server
Claim
Official MCP server that enables interaction with ElevenLabs Text to Speech and…
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| 60781 |
smithery-weather
Claim
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| 60782 |
mcp-mautic
Claim
Comprehensive MCP server for the Mautic marketing automation API, providing 203…
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| 60783 |
google-search-trends-mcp
Claim
Provides Google Search trend data as an MCP tool, with historical series, growt…
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| 60784 |
Enables AI assistants to interact seamlessly with IBM watsonx.data lakehouses u…
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| 60785 |
An MCP server for SwagManager that enables comprehensive management of inventor…
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| 60786 |
ANSYS MCP Server
Claim
Enables natural language-driven ANSYS simulations (Fluent, Mechanical, Geometry…
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| 60787 |
MCP Skill Registry
Claim
A self-hostable MCP server that turns a folder of skills into callable tools vi…
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| 60788 |
Post For Me MCP Server
Claim
Enables AI assistants to interact with the Post For Me API, allowing them to ex…
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| 60789 |
figma-mcp-lightweight
Claim
Enables executing any Figma Plugin API code via a single tool, providing full a…
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| 60790 |
Bifrost-MCP Gateway
Claim
Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading …
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| 60791 |
japan-tariff-mcp
Claim
An MCP server for searching Japanese tariff data by keywords, HS codes, and mor…
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| 60792 |
codegraphcontext
Claim
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| 60793 |
BTRFS Snapper MCP
Claim
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
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| 60794 |
swiss-statistics-mcp
Claim
Provides AI-native access to Swiss Federal Statistical Office datasets through …
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| 60795 |
SEO MCP Connector
Claim
Local management console and permission wrapper for integrating Google Search C…
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| 60796 |
Enables AI assistants to securely access Okta Identity Governance APIs for mana…
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| 60797 |
pageindex-local-mcp
Claim
A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG fr…
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| 60798 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 60799 |
comidp-mcp-server
Claim
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| 60800 |
Keitaro MCP Server
Claim
MCP server for Keitaro Tracker Admin API providing 37 tools for campaign manage…
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