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Best MCP server repositories

Browse MCP server examples and implementation references for connecting tools to AI assistants.

Live results for Local LLM tools. Updated from GitHub, GitLab, docs, and forums.

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code-review-graph

PythonGitHub

tirth8205/code-review-graph

19163Jul 4, 2026

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

Matched: local, llm, tools

EverOS

PythonGitHub

EverMind-AI/EverOS

10228Jul 4, 2026

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

Matched: local, llm, tools

FunClip

PythonGitHub

modelscope/FunClip

5888Jul 4, 2026

FunASR-powered video transcription, subtitle generation, and LLM-assisted clipping tool with a local Gradio UI.

Matched: local, llm, tools

gptme

PythonGitHub

gptme/gptme

4351Jul 4, 2026

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!

Matched: local, llm, tools

Local-File-Organizer

PythonGitHub

QiuYannnn/Local-File-Organizer

3282Jul 4, 2026

An AI-powered file management tool that ensures privacy by organizing local texts, images. Using Llama3.2 3B and Llava v1.6 models with the Nexa SDK, it intuitively scans, restructures, and organizes files for quick, seamless access and easy retrieval.

Matched: local, llm, tools

Rapid-MLX

PythonGitHub

raullenchai/Rapid-MLX

3183Jul 4, 2026

The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separation, cloud routing. Drop-in OpenAI replacement. Works with Claude Code, Cursor, Aider.

Matched: local, llm, tools

harbor

PythonGitHub

av/harbor

3120Jul 4, 2026

Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.

Matched: local, llm, tools

lean-ctx

RustGitHub

yvgude/lean-ctx

3083Jul 4, 2026

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.

Matched: local, llm, tools

ramalama

PythonGitHub

containers/ramalama

2944Jul 3, 2026

RamaLama is an open-source developer tool that simplifies the local serving of AI models from any source and facilitates their use for inference in production, all through the familiar language of containers.

Matched: local, llm, tools

awesome-local-llm

UnknownGitHub

rafska/awesome-local-llm

2355Jul 4, 2026

A curated list of awesome platforms, tools, practices and resources that helps run LLMs locally

Matched: local, llm, tools

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