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Enables real Excel desktop automation to recalculate formulas, read computed cell values, and export true-fidelity PDFs, complementing library-based workflows.

Enables semantic search over a local knowledge base using MCP tools, allowing AI clients to retrieve relevant document chunks via the search_knowledge tool.

Enables Claude to read, search, send, and manage emails across multiple IMAP/SMTP accounts via a single deployment.

Persistent operational state for AI agents. Decisions, plans, priorities, and patterns that survive across sessions. Not conversation logs; structured project state with enforcement.

An MCP server that connects AI assistants to the ZONT heating system via the official REST API. It enables users to monitor device states, control heating modes, and perform diagnostics using natural language.

Keep Claude Code context clean. Open-source toolkit: drift detection, re-read dedup, integrity scoring, AST-aware reads, 15 MCP tools. 62.6% measured savings, reproducible.

Enables LLMs to access a Letterboxd user's recent diary entries and reviews, so they can make personalized movie recommendations based on viewing history and written opinions.

Generates realistic, context-aware synthetic data for AI agents to populate databases, mock APIs, and create test scenarios without exposing real PII.

A modular MCP server that provides file search, URL fetching, text reading, knowledge base search, and image embedding tools, with a web interface powered by an Ollama agent.

An MCP server providing standardized access to Swiss court decisions through the entscheidsuche.ch API, allowing LLMs to search, retrieve, and analyze legal documents from Swiss jurisdictions.

MCP server for Money S3 accounting (www.moneys3.cz) — invoices, contacts, stock, banking, payroll via GraphQL

A starter template for building Model Context Protocol servers that integrate with AI assistants like Claude and Cursor, providing custom tools, resource providers, and prompt templates.

Open-source MCP server for Cloze CRM that gives AI agents access to contacts, companies, deals, metadata, and timeline.

Local RAG system that ingests documents into a vector database using FAISS and SQLite, then enables Claude to search over them via MCP tools, all running locally with no API key required.

Aider Executor exposes Aider's AI-assisted code editing as MCP tools, allowing agents to start Aider sessions as detached background processes and monitor their progress through chat history checks. It supports configurable whitelist-based path restrictions, git operations including branching, stashing, and commit reversion, and management of Aider configuration files. Requires Aider, Node.js, and Git installed in the environment.

Enables LLMs to inspect schemas and execute SQL queries on Peaka projects using Peaka's text2SQL capabilities.

Knowledge base for Claude Code with semantic search, feed intelligence, and teams

MCP server for agent-driven aMule control

A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.

MCP server that teaches any AI agent the AIDE spec methodology — progressive disclosure specs alongside code