xerj-org / xerj
Local-first search engine and MCP server for AI agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.
Graphicle-AI / graphicle
Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client.
ModernRelay / omnigraph
Object-storage native graph database with branching and typed ontology
screenpipe / screenpipe
YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
cocoindex-io / cocoindex
Incremental engine for long horizon agents 🌟 Star if you like it!
jub0t / Concat
The truly free, open-source, local-first, cross-platform CapCut replacement. Scriptable through a JSON-RPC API & MCP.
modelcontextprotocol / rust-sdk
The official Rust SDK for the Model Context Protocol
yvgude / lean-ctx
LeanCTX is the Context Gateway for AI Systems. Select task-relevant context, apply supported controls, connect local knowledge and inspect recorded evidence. Open-source Engine: CLI, MCP, hooks and supported proxy paths.
rust-windowing / glutin
A low-level library for OpenGL context creation
yc-duan / fastctx
Fast, context-efficient repository tools for AI agents (MCP)
hoangnb24 / repository-harness
Turn any repo into an agent-ready workspace for Claude Code, Codex, Cursor, and other coding agents.
thClaws / thClaws
Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.
rxRust / rxRust
Zero-cost & Type-safe Reactive Extensions for Rust. Supports both high-performance single-threaded (Local) and thread-safe (Shared) contexts. WASM & Tokio ready.
SylphxAI / anymd
Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.
Yeachan-Heo / clawhip
claw + whip: Event-to-channel notification router — bypasses gateway sessions to avoid context pollution
Jakedismo / codegraph-rust
100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management
getomnico / omni
The open-source, self-hosted AI agent for your company. Works across workplace tools to find context, analyze information, and carry out tasks.
probelabs / probe
AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with tree-sitter AST parsing. Powers AI coding assistants with precise, context-aware code understanding.
Tura-AI / tura
Build agent that uses 80% less token and delivers better results.
genomoncology / biomcp
BioMCP: Biomedical Model Context Protocol
ojuschugh1 / sqz
Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client. Rust, zero LLM calls.
agentic-os-org / ANOLISA
ANOLISA (Agentic Nexus Operating Layer & Interface System Architecture) | Agentic OS with runtime, security, observability, and Tokenless response compression for lower token usage and cost.
matrixorigin / memoria
Secure memory management for AI Agents • Ensures data integrity • Reduces hallucinations • Maintains consistent long-term context
quiet-node / thuki
context-ware floating secretary
naw103 / foremerge
Catch intent conflicts before code conflicts. The open-source coordination protocol for coding agents, built above Git.
Muvon / octocode
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.
mrpulor-gh / nuphus-mcp
Desktop automation MCP server — computer use for any AI agent: control screen, windows, mouse/keyboard, and Chrome via Model Context Protocol (stdio). Not a DSH plugin — DSH users install dsh-nuphus-mcp.
dragthelake / ambient-context
A menu bar app that keeps a written record of what you worked on.
akasakariko / ContextX
A free remote MCP server offering normal (Grok 4.3) and deep (Grok 4.20 Multi-Agent) search. No API keys required, streaming support prevents gateway timeouts.
crabbuild / compass
Native, local-first knowledge graph engine for code and project artifacts—inspired by Graphify, built in Rust, and evolving beyond it.
Awaker-OTE / WakeGPT
A local-first desktop app for quick capture, managed Markdown notebooks, and reusable ChatGPT/Codex context. Currently verified on macOS.
DingoOz / llm-visuals
Live truecolor terminal dashboard for a locally running LLM: tok/s, TTFT, GPUs, context, MTP acceptance, layer and real expert routing (llama.cpp)
originoneai / awr
Persistent work state and minimal context for long-running AI agents.
alex09x / kyb
Git-backed shared memory for AI agent fleets: searchable knowledge base, incident and task tracking, every write versioned and attributed. CLI, HTTP API and MCP server.
Dicklesworthstone / skillranker
Rust CLI powered by Jev from TypeSafe.ai that ranks agent skills for the next step using live session context. Includes Claude Code hooks, structured JSON, abstention, and local feedback. Requires a TypeSafe API key.
omaekumiko2-create / OpenKeylet
OpenKeylet — Local password and credential manager for AI agents via MCP. Use passwords, API keys, SSH, and TOTP while keeping hidden plaintext out of model context by default.
LambdaBytes / sping
A modern, cross-platform ping with real-time diagnostics, network context, quality scoring, and multi-target monitoring.
ayanamislover / AyanamiTaskManager
Local-first task and context manager for multi-agent AI development workflows.
Dicklesworthstone / frankensonos
Memory-safe Rust controller for your own Sonos speakers on your own LAN — reliable SSDP/UPnP-SOAP/GENA interoperability (S1 + S2), a Spotify-library classical DJ, and a CLI + HTTP API + MCP server so AI agents can run the house, including off-LAN over Tailscale.
pinoox / neuromesh
The Biomimetic Context Engine & Neural Runtime for AI Coding Assistants
Artistsyn / cortex_suite
Local MCP servers that give coding agents a reliable project memory. quartz-ctx serves live code structure in 10 languages, cross-language calls included; cortex keeps learned patterns and traps, pushes them into the agent's context at edits and failing builds, and measures outcomes and token cost from real sessions. No network, no API keys.
JanYork / llm-wiki-cli
Agent-driven proactive memory CLI for AI agents — autonomously recall, maintain, and evolve persistent, source-grounded knowledge across sessions.
pouriya / borhan
Save conversations, search by idea, read the surrounding context. Memory for AI agents.
withnative / native
ChatGPT Space, but open source and more powerful. Own your context, bring any model and shape any UI. Engine + MCP server, with desktop app coming soon..
respanai / respan-gateway
One endpoint for every LLM vendor. Any SDK, any model, any tool. One Rust binary.
henit-chobisa / deck
Your agents grab context at 100x. You still understand at 1x, and approve anyway. Bridge the gap: clarity, so speed doesn't cost quality. Argue, Decide and Lock. Written in Rust 🦀
snackbit / daydream
Local-first desktop recall assistant that turns screen, audio, activity, and window context into a searchable timeline of your day.
Pixel-CLI / pixel
A tool that replaces everything that can be deterministic in repository work: search, symbols, callers, task scope, history, review and Git from one local CLI, so your AI coding agent spends its tokens on the hard part.
s0lda / hadron
A native Rust multi-agent operating system and swarm workspace — GPUI desktop chamber, headless gluon daemon, git-worktree isolation and an automatic merge gate.
Xuepoo / carryctx
Offline-first project context and durable team management for coding agents. A local SQLite CLI for tasks, sessions, checkpoints, worktrees, and read-only team context.
Compliatory / Compliatory
Compliatory MCP — Governed access to licensed standards for AI agents through bounded, versioned and verifiable context.
jacobpowaza / adaptive-zsh-completions
Context-aware shell completion that discovers commands, learns locally, and resolves dynamic arguments.
leandrodaf / 3d-new-era-ai
Open-source home design and floor plan editor in Rust (a Sweet Home 3D alternative) with a built-in MCP server: your AI agent draws walls, furnishes rooms, checks lighting and ergonomics, and renders photos — live, on your own machine.