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THE FIRST COLLECTION
Topic: model-context-protocol清除

Hosted MCP server providing Claude, Cursor and other AI agents with live website analytics, A/B testing, funnel analysis, heatmaps and paid-ads attribution resolved to Stripe revenue. Includes 12 marketing skill prompts for conversion optimization, copywriting, SEO and more.

AI & MLDeveloper toolsAI agents
zikragetzikra
ADDED

Zikra is a self-hosted MCP memory server for AI coding agents and teams. It provides a shared, project-scoped memory layer across multiple agents, with role-based access, hybrid semantic and keyword search, structured memory types, and optional PostgreSQL storage.

AI & MLSelf-hostedAI agents
mcp-serveriris-eval
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Iris is a local-first MCP server that scores AI agent runs for quality, safety, and cost using 20 built-in deterministic rules, an optional LLM judge, and a web dashboard — all on your machine with no account or telemetry.

AI & MLDeveloper toolsTraining & evaluation
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An MCP server for South Korean listed companies' ESG data, created by a securities analyst. It allows AI agents like Claude and ChatGPT to query ratings from 5 agencies, governance indicators, and GHG emissions from KRX, KIND, and GIR via 12 tools without requiring API keys.

AI & MLData & databasesAI agents
blender-mcpahujasid
ADDED

Connect Blender to any LLM for AI-assisted 3D modeling, scene creation, and object manipulation via socket-based communication.

AI & MLDesignAI assistants
NexusVSCodebytepine
ADDED

nexus-vscode is an MCP proxy extension for VSCode and Cursor that forwards AI tool calls to Unreal Engine (UE) instances.

Developer toolsAI & MLEditors & IDEs
mcp-rematssun
ADDED

An experimental security extension for the Model Context Protocol (MCP) providing runtime evidence for tool calls via HTTP message signatures and mTLS.

AI & MLDeveloper toolsAI gateways
fumasignal-mcpManaiakalani
ADDED

An unofficial MCP server that gives AI assistants seven read-only tools to search, list and read any Fumadocs documentation site, working against a deployed URL or a local docs repo via a single npx command.

AI & MLDeveloper toolsRAG & knowledge
nanobotHKUDS
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nanobot is an ultra-lightweight, self-hosted personal AI agent framework written in Python, featuring a WebUI, terminal interface, and integrations with various chat applications.

AI & MLAutomationAI agents

Microsoft 365 CopilotにローカルPCのファイル操作やPython実行、Office編集など100以上のツールを提供するMCPサーバー。追加ライセンス不要で、社内DB接続やOCR、自律エージェント化を可能にします。

AI & MLAutomationAI agents
mcp-arcademcp-tool-shop-org
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MCP Arcade is a command-line testing tool that runs a small catalog of experiments, called atoms, against MCP servers, judging results by the JSON-RPC wire and sandbox file changes rather than by tool descriptions or model prose.

Developer toolsAI & MLTesting & debugging
jarvisphuongddx
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jarvis (jarvis-mcp) is a local-first code intelligence MCP server for coding agents: it precomputes SCIP navigation, a Tree-sitter declaration baseline, Zoekt lexical search and optional semantic vectors, then serves nine read-only tools over stdio, keeping all data in a local directory.

AI & MLDeveloper toolsCoding assistants
scantoolmariusei
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MCP server and CLI tool that gives coding agents a structural map of codebases across 20+ languages using tree-sitter, reducing token usage by up to 75% compared to grep-based exploration.

AI & MLDeveloper toolsCoding assistants
mcpdireL1fe
ADDED

MCP Hub is the largest open-source directory of Model Context Protocol (MCP) servers, aggregating 8,000+ servers from multiple sources with full-text search, validation, and GitHub integration.

Developer toolsAI & MLBackend & APIs
ADDED

A bridge that uses ChatGPT web subscription as the planning and review brain for Codex coding sessions, with Codex handling execution. Features a read-only MCP bridge with OAuth 2.1 security, Cloudflare tunnel, and one-time pairing codes.

AI & MLDeveloper toolsCoding assistants
godot-mcp-bridgeTomasLucasUTN
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An MCP server for Godot 4 that provides AI clients with bidirectional control over the Godot editor, featuring live-tree editing, a step-debugger, and 231 specialized tools.

AI & MLGamesAI agents
mcp-vst-sidechainblackwell-systems
ADDED

A generic MCP bridge that allows AI agents to control VST3/AU plugins with a semantic layer for parameter mapping and a closed-loop system for audio measurement and tuning.

MusicAI & MLAudio editing
bncc-pacotesbncc-dev
ADDED

npm/PyPI packages and an MCP server for querying the Brazilian BNCC curriculum. Bundled data with 1,721 verified learnings from MEC/CNE, zero runtime dependencies. Integrates BNCC into TypeScript, Python, or AI agents via MCP.

AI & MLDeveloper toolsRAG & knowledge
dadakirebasepro
ADDED

Dadaki is a high-performance, in-browser vector graphics editor featuring a Rust/WASM and CanvasKit core with a TypeScript UI.

DesignAI & MLImage editing
academic-tools-mcphunter-heidenreich
ADDED

An MCP server providing LLM agents with lean tools to look up, read, and cross-reference academic papers across seven providers including OpenAlex, arXiv, bioRxiv, ACL Anthology, Crossref, OpenCitations, and Wikipedia.

AI & MLAI agents
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