MCP servers

A self-hosted MCP server that gives an AI agent perception beyond text search: local speech transcription, reading behind a login wall with the user's own credentials, seeing images and video frames, crossing languages, and remembering past findings.

• MCP servers
• RAG

A semantic tool router for MCP that lets an AI model call one small router tool instead of loading a thousand separate tool definitions into its context, indexing every real tool in a local database and searching it at request time.

• MCP servers

An MCP server exposing a precomputed observation database of 23 large language models across 13 architecture families, letting a coding agent ask which internal layers of different models behave alike, without running any of those models itself.

• MCP servers
• Models

A tool that turns a codebase, an OpenAPI spec, a gRPC proto file, a GraphQL schema, or a plain-language brief describing a data source into a complete, working MCP server, without the developer hand-writing the tool definitions.

• MCP servers

Open-source deep-research infrastructure for AI agents that searches 40 channels, including more than ten Chinese sources, and returns indexed, deduplicated multi-source results while staying decoupled from any specific LLM provider.

• MCP servers
• RAG

An unofficial MCP server exposing Stockbit market data for the Indonesian stock exchange, including quotes, top movers, orderbook, fundamentals, sentiment and a read-only portfolio view, to Claude, ChatGPT and other MCP clients.

• MCP servers

An open-source ecosystem of hundreds of small, composable full-stack packages, plus a CLI, an MCP server and a website tool, designed so an AI agent can assemble a working application from them and a developer can export plain, ownable TypeScript.

• MCP servers
• Web frameworks

A small, unofficial MCP server built on Jina AI's Reader and Search APIs that gives a coding agent exactly two tools: finding a short list of relevant web pages and reading the ones that matter.

• MCP servers

A curated list of Model Context Protocol servers, split between reference implementations that demonstrate the MCP SDKs and production-ready servers maintained by platform providers for real services.

• MCP servers
• Curated lists

A Claude Code plugin that turns Claude into a full-stack SAP ABAP development assistant, connecting through an MCP server to read, create, update and delete ABAP objects directly on an SAP ECC or S/4HANA system.

• MCP servers
• Agent skills

A source-grounded MCP memory runtime for LLM agents that stores knowledge as local Markdown files in an Obsidian-compatible vault, keeping a person's approved knowledge separate from what an agent has only proposed.

• MCP servers
• Agent memory

A pair of tools that validate an Open Knowledge Format bundle of Markdown documents and publish it as a static knowledge website, plus an MCP server that lets an AI agent search and use that same bundle directly.

• MCP servers
• Documentation tools

A graph-native code repository, still in public beta, that stores source code, recorded relationships between functions and types, and versioned history as the repository's own state, queryable by a CLI or an MCP server.

• MCP servers
• Git

A local-first Windows desktop application and read-only MCP server for searching private Markdown, PDF and Tika-backed document collections using a combination of exact text search and semantic vector search.

• MCP servers
• RAG

An MCP server that exposes the Paperclip AI agent orchestration platform's REST API as about 95 tools, aimed at the person operating a company of agents rather than the agents doing the work.

• MCP servers

A local retrieval and maintenance layer for a Markdown knowledge base such as Obsidian or Logseq, indexing notes into SQLite with full-text search, embeddings and a link graph, and exposing it to any MCP client.

• MCP servers
• RAG

A TypeScript library built on the MCP SDK that adds authentication and authorization to Model Context Protocol clients and servers.

• MCP servers
• Auth

A command-line tool for querying, writing and syncing a Tana workspace, including semantic search, delta sync through Tana's own Local API, and an MCP server for AI tool integration.

• MCP servers
• CLI tools

An MCP server that connects Claude Desktop or Cursor to Chinese A-share and Hong Kong stock market data, exposing more than 30 financial data endpoints through natural language.

• MCP servers

An MCP server that lets an AI agent operate a Proxmox virtualization cluster by planning every risky action first, taking a snapshot where possible, and writing a signed receipt of what changed.

• MCP servers
• Hosting

An open source manager, written in Rust, for MCP servers and agent skills across every AI client on a machine, giving one dashboard to install, back up and roll back configuration.

• MCP servers
• Agent skills

An MCP server that connects an AI client such as Claude Desktop or Cursor to a running ZenML instance, giving it read access to ML and LLM pipeline definitions, runs and deployments.

• MCP servers
• Data engineering

A Streamlit web interface for connecting to one or more MCP servers and chatting with them through a chosen language model provider, supporting OpenAI, Anthropic, Google and Ollama.

• MCP servers

A single-binary Jira command-line client written in Rust, with a mouse-driven terminal interface for browsing, editing and bulk-managing issues, plus a bundled MCP server that exposes Jira as tools for editors and AI agents.

• MCP servers
• CLI tools