Tools tagged with "MCP"

mcpo is a self-hosted proxy for developers connecting MCP tools to AI agents and apps that accept OpenAPI servers. It exposes existing MCP servers through HTTP, avoiding a separate adapter for each tool.

SymForge is a local MCP server for developers using AI coding agents on large repositories or long source files. It gives agents focused views of symbols and their relationships so they can investigate code without reading entire files.

Haystack is a Python framework for developers building AI agents, document search and applications that answer questions using their own data. Its pipelines give teams control over the information a model receives and the steps that produce an answer.

llama-swap is a local AI proxy for people who want several models available to their apps without keeping them all loaded. It starts the server a request needs and replaces the active server when another model is requested.

PAL MCP Server connects coding assistants to other AI models for second opinions, code review and planning. It's for developers who want to consult several models within the same coding session, using clients such as Claude Code, Codex CLI, Gemini CLI or Cursor.

Kwipu helps people query a document folder or Obsidian vault and trace answers back to their notes. It connects information across documents so you can investigate project decisions, people and their roles, or relationships between ideas.

Agno is a framework and runtime for developers building customer-facing or internal AI agents. It combines agent development, service hosting and a web interface for managing runs on infrastructure you control.

5ire is a desktop AI assistant for people who want to chat with models, ask questions about their documents and use external tools in the same app. It connects to local LLMs through Ollama and to cloud providers including OpenAI, Anthropic, Google and DeepSeek.

Ruflo is an AI agent framework for developers who want Claude Code and Codex to work as coordinated teams. It adds specialist roles and shared context for projects that involve coding, testing, architecture and documentation.

Clodds is an AI trading terminal for traders who want to research markets and place trades through conversation. It runs on your own machine or server, with a browser interface and messaging connections including Telegram, Discord and Slack.

GitAgent is an AI agent framework for developers who want to version an agent's behavior and saved memory alongside its tools. Agent definitions live in a Git repository, where teams can review changes, fork agents and maintain different behaviors on separate branches.

Code Graph RAG helps developers understand and change unfamiliar repositories, including monorepos that mix languages. It maps code relationships into a knowledge graph so questions and edits can use context across files.

My Neuro is a local AI desktop companion for people who want to create a character with their own choice of appearance, voice and personality. It supports spoken and typed conversations, with character expressions and movements that respond to the dialogue.

Docling turns documents into structured content for developers building search, retrieval and AI applications. It handles page structure and scanned text so applications can work with more than a file's plain text.

Code Buddy is a terminal AI coding agent for developers who want it to read a repository, make changes and run commands on their machine. It supports local models through Ollama as well as cloud providers.

RuoYi AI is a self-hosted AI assistant platform for teams building assistants that answer questions about their documents or perform tasks with external tools. It has separate user and admin interfaces.

MCPJam helps MCP server developers check how their tools and apps behave across AI clients before deployment. It combines hands-on debugging with repeatable tests for differences between ChatGPT, Claude, Cursor, and Copilot.

ToolJet is an internal-app builder for developers and operations teams creating dashboards, admin panels and business tools around existing data. It can run on your own infrastructure with Docker or Kubernetes, or through ToolJet Cloud. The community foundation uses AGPL-3.0; Enterprise features use separate commercial terms.

OpenHarness SDK is a TypeScript toolkit for developers building coding assistants and other AI agents into their own applications. It gives the application control over conversation history, tool permissions and task delegation.

OGX, formerly Llama Stack, is an AI application server for developers building chat apps, document search and AI agents. It brings model access and the services those applications need into a server you can host yourself.

Everywhere is a desktop AI assistant for people who want help with the app they're working in without copying its contents into a separate chat. It reads on-screen context to answer questions and carry out tasks across apps.

AX is a self-hosted AI agent orchestrator for teams running autonomous tasks on Kubernetes. It manages agents that retain state and need access to models, repositories and tools while they work.

Flexible GraphRAG is a self-hosted platform for teams building document search and AI chat that use both text and relationships between entities. It extracts knowledge graphs from documents and combines graph retrieval with vector similarity and full-text search. You can run it standalone or in Docker. It's open source under Apache 2.0.

Codeg is an AI coding workspace for developers who use several agents and want to coordinate their work without losing context between tools.

gptel is an Emacs LLM client for people who want model responses alongside their writing and code. It connects to local inference backends including Ollama, llama.cpp, Llamafile and GPT4All. The client runs in Emacs; cloud connections such as OpenAI, Anthropic and Gemini send requests to those providers and require their credentials.

Voicebox combines speech creation and dictation for people producing audio or working with AI agents. It's a free, open-source alternative to ElevenLabs and WisprFlow that processes voice data on your own machine.

Memori's BYODB edition is a memory library for developers who want agents to retain context in their own SQLite file or self-managed database. It generates embeddings locally, but its default Advanced Augmentation sends conversation messages and summaries to Memori's cloud API for memory extraction. The documented OpenAI connection also sends model requests to OpenAI.

Wren AI is a self-hosted context and query engine for developers and data teams building AI analytics. It queries your databases using business definitions you control. Model execution depends on the connected agent: using Claude Code’s standard cloud connection sends prompts and model responses to its remote provider, even when Wren's engine runs on your servers.

SurrealDB is a database for developers building AI agents, knowledge graphs and applications with several kinds of data. It lets application records and retrieval data share one engine.

Anarlog, formerly Hyprnote, is a desktop AI meeting notetaker for people who want to keep sensitive conversations on their own hardware. It's an open-source Granola alternative that combines personal notes with meeting transcripts.

Langflow is a visual builder for developers creating AI agents and applications that answer questions using connected data. It lets you assemble workflows visually and customize their components in Python.

Agenvoy is a personal AI agent for people who want to automate research, file work, and recurring tasks on their own computer. It runs continuously and retains context between sessions.

funes gives coding agents a searchable memory of past work. It's for developers who want earlier decisions, reasoning and findings to remain available when they start another session or switch agents.

GitHub MCP Server connects compatible AI assistants to GitHub so developers can ask about code and have an assistant act on repository activity. It's GitHub's official connector for the Model Context Protocol (MCP).