| agent-brain | ★ 119 | RAG | Python | agent-memory · graphrag · rag · mcp · hybrid-search · semantic-search · knowledge-graph · chromadb · claude-code · codex · opencode · oauth · local-first · bm25 · vector-search · code-indexing | Local-first RAG memory server for AI agents: hybrid BM25+vector plus GraphRAG search over docs and code, exposed via FastAPI REST API and an MCP server with OAuth 2.1. Ships a Claude Code plugin (30 commands, 3 agents, 2 skills) and installers for Codex, Cursor, Grok and OpenCode. | View Project → |
| dsh-config-manager | ★ 119 | AI Tools | TypeScript | backup · restore · migration · sync · config-manager · dsh-plugin · deepseek-harness · webdav · git-sync · encryption · snapshot · marketplace · cli · mcp · skills · typescript | A DeepSeek Harness (DSH) plugin that exports, imports, migrates, schedules and syncs your complete DSH setup — settings, plugins, MCP servers, skills, agent presets and workspaces — with secret stripping, dry-run preview, rollback and Git/WebDAV remote sync. | View Project → |
| tiger-cli | ★ 119 | MCP | Go | postgres · timescaledb · mcp-server · cli · database · context-engineering · sql · cloud · devops · go · ai-agents · docs-search | Tiger CLI is the Go command-line client for Tiger Cloud Postgres/TimescaleDB, bundling an MCP server so coding agents can list and manage services, run parameterized SQL, and read schema context. It also proxies a docs MCP for Postgres/TimescaleDB search and supports read-only production safeguards. | View Project → |
| deskrpg | ★ 118 | AI Agents | TypeScript | AI agents · Hermes Agent · virtual office · self-hosted · 3D · multiplayer · kanban · agent meetings · cron jobs | A self-hosted 3D virtual office that connects to a Hermes Agent gateway. Team members can chat with agent profiles, hold meetings, track kanban work, manage cron jobs, and collaborate in real time. | View Project → |
| Miffan | ★ 118 | AI Tools | Kotlin | android · ai-chat-client · byok · multi-provider · mcp · skills · mcp-client · local-first · kotlin · jetpack-compose · ssh-workspace · selected-text-translation · tts-stt · character-cards · self-hosted · rikkahub-fork | Miffan is an open-source Android AI client (RikkaHub fork) that connects OpenAI, Gemini, Claude and compatible endpoints with BYOK or ChatGPT Codex sign-in. Each assistant has isolated prompts, memory, MCP servers, Skills and tools, plus local Linux or SSH remote workspaces, TTS/STT and selected-text translation. | View Project → |
| prism-liquidity-agent | ★ 118 | AI Agents | TypeScript | autonomous-agent · solana · defi · liquidity-provision · meteora-dlmm · rebalancing · vector-memory · sqlite-vec · embeddings · backtesting · paper-trading · risk-gate · decision-loop · cli · bun · typescript | Autonomous Solana LP agent for Meteora DLMM: runs a recall→observe→reason→simulate→decide loop to rebalance or exit concentrated-liquidity positions, scores pool volume authenticity, and stores outcomes in sqlite-vec memory for self-improving decisions. Ships backtesting and paper trading. | View Project → |
| altk-evolve | ★ 118 | AI Agents | Python | agent-memory · self-improving-agents · episodic-memory · trajectory-learning · mcp-server · claude-code · codex · context-management · vector-store · conflict-resolution · guidelines · observability · agent-learning · pii-redaction · retention-policy · llm | Evolve is an agent self-improvement system that stores conversation trajectories as episodic memory, extracts guidelines, and feeds them back so agents stop repeating mistakes. Ships an MCP server, vector backends, and plug-ins for Claude Code and Codex. | View Project → |
| EastGenesis | ★ 117 | AI Agents | TypeScript | desktop agent · multi-provider · model routing · GUI automation · computer use · MCP · local-first · task orchestration · coding assistant · workflow automation · Git worktrees · Electron | A local-first desktop AI agent workbench with multi-provider model routing, task orchestration, GUI automation, MCP integration, and developer tools. Supports coding, browser research, and Office document generation. | View Project → |
| deepl-mcp-server | ★ 117 | MCP | JavaScript | mcp · mcp-server · translation · deepl · i18n · localization · glossary · document-translation · rephrasing · stdio · nodejs · official · language-detection · style-rules · writing-tone | Official DeepL MCP server exposing translation, document translation, rephrasing, glossary, and style-rule lookup as MCP tools over stdio. Drop it into Claude Code, Cursor, or VS Code with a DEEPL_API_KEY to add translation capabilities to an agent. | View Project → |
| rustchain-mcp | ★ 117 | MCP | Python | mcp-server · agent-economy · agent-payments · micropayments · autonomous-agents · multi-agent-systems · blockchain · depin · wallets · ed25519 · bip39 · agent-messaging · video-publishing · bounties · fastmcp · python | Python MCP server exposing RustChain blockchain, BoTTube video and Beacon messaging tools so AI agents can hold wallets, send signed RTC micropayments, hunt bounties, publish videos and message each other. Includes CrewAI/LangChain wrappers and an optional SSE event relay. | View Project → |
| ten-levels-of-jev | ★ 116 | AI Coding | TypeScript | coding agents · agent hooks · agent tools · decision API · confidence gating · tool routing · prompt injection · tutorial | A hands-on TypeScript lab showing ten ways to use Jev’s JSON-in, typed-decisions-out API, from simple code gates to hooks and tools used by a Pi coding agent. Includes runnable examples, offline tests, and a Vue-based lab. | View Project → |
| overclick | ★ 116 | MCP | TypeScript | mcp · mcp-server · kanban · task-management · self-hosted · ai-agents · human-in-the-loop · agent-orchestration · telemetry · token-usage · claude-code · codex · gemini-cli · typescript · nextjs · docker | Self-hosted Kanban board where MCP-capable coding agents claim cards, do the work, and report back measured tokens/time per model. Ships a 32-tool MCP server, Docker deploy, and human-only validation step. No tracking, data stays on your instance. | View Project → |
| skills | ★ 115 | Skills | Python | agent-skills · audio-generation · music-generation · sound-effects · AI-dubbing · audio-ducking · video-to-music · Claude Code · MCP · Sonilo | A collection of 13 agent skills for using Sonilo’s audio API from compatible AI assistants. Covers video- and text-based music and sound-effect generation, dubbing, audio ducking, and video analysis; includes Claude Code and Muse Code plugin support. | View Project → |
| mingpan | ★ 115 | MCP | TypeScript | MCP server · Chinese metaphysics · BaZi · Zi Wei Dou Shu · LiuYao · Mei Hua Yi Shu · Da Liu Ren · Qi Men Dun Jia · calendar conversion · time zones · deterministic calculations | An MCP server that provides deterministic Chinese metaphysics chart and calendar calculations, including BaZi, Zi Wei Dou Shu, LiuYao, MeiHua YiShu, Da Liu Ren, and Qi Men Dun Jia. Runs locally over stdio or remotely over HTTP; interpretation is left to the connected AI. | View Project → |
| knowl | ★ 115 | MCP | TypeScript | agent memory · persistent memory · MCP server · Claude Code · Cursor · Codex · local-first · SQLite · fact supersession · context engineering | Knowl provides persistent local memory for coding agents through an MCP server and CLI. It stores typed, sourced facts in SQLite and retires superseded facts so agents can retrieve current project decisions across sessions. | View Project → |
| Unity-AI-Animation | ★ 115 | MCP | C# | Unity · animation · game development · AnimationClip · AnimatorController · natural language | An MCP tool package for Unity that lets AI clients create, inspect, and modify AnimationClips and AnimatorControllers using natural-language requests. It supports clip curves and events, plus animator states, parameters, and transitions. | View Project → |
| Skill2Env | ★ 115 | AI Tools | Python | agent evaluation · RL tasks · task generation · terminal agents · Agent Skills · benchmarking · Docker | Skill2Env converts Agent Skills into Docker-based, host-validated terminal-agent tasks in Harbor format, ready for reinforcement learning or dataset publication. It uses Codex agents to plan and create tasks. | View Project → |
| claude-telegram-supercharged | ★ 115 | AI Coding | TypeScript | Claude Code · Telegram · AI coding agent · MCP server · voice messages · agentic mode · daemon · conversation memory · model routing · self-hosted | Extends the official Claude Code Telegram plugin with voice messaging, live tool-call updates, persistent conversation memory, model routing, and a self-restarting daemon for remote, always-on access to Claude Code. | View Project → |
| TraceWeave | ★ 115 | MCP | Python | RTL debugging · MCP server · hardware verification · SystemVerilog · UVM · waveform analysis · VCD · FSDB · root-cause analysis · simulation logs · signal tracing · EDA | An MCP server that helps AI assistants debug RTL simulations by correlating VCS/Xcelium logs, VCD/FSDB waveforms, SystemVerilog/UVM source, hierarchy, and connectivity. Provides evidence-backed failure analysis, waveform comparison, handshake checks, and signal tracing. | View Project → |
| rf-mcp | ★ 115 | MCP | Python | MCP server · test automation · Robot Framework · browser testing · mobile testing · API testing · desktop automation · natural language | An MCP server that lets AI agents discover Robot Framework keywords, execute test steps live, and generate .robot suites. Supports browser, mobile, API, database, and optional desktop automation. | View Project → |
| gno | ★ 115 | RAG | TypeScript | local-first · rag · hybrid-search · bm25 · vector-search · semantic-search · embeddings · mcp · llm · knowledge-base · second-brain · cli · rest-api · offline · typescript · document-search | Local-first knowledge engine that indexes Markdown, PDF, Office files and code with hybrid BM25 + vector retrieval, cited LLM answers, and MCP/REST/CLI/SDK surfaces. Ships a Web UI, daemon, and one-command MCP install for ten AI clients; no GPU or cloud required. | View Project → |
| moira | ★ 115 | MCP | TypeScript | mcp · model-context-protocol · agent-workflow · workflow-engine · orchestration · node-graph · self-hosted · docker · typescript · json-schema · oauth2 · human-in-the-loop · directives · subgraphs · workflow-validation | Self-hostable MCP server that runs node-graph agent workflows with per-step directives, completion conditions, and JSON-Schema-validated outputs. Ships a React web UI for authoring/monitoring, OAuth 2.1 protection, and single-container Docker deployment. | View Project → |
| OGAD | ★ 115 | AI Tools | TypeScript | local-ai · on-device · privacy · offline · openai-compatible · llama.cpp · gguf · image-generation · speech-to-text · text-to-speech · mcp · rag · electron · desktop-app · vision · local-first | Off Grid AI is a local-first desktop runtime and studio that runs open models (text, vision, image, voice) on-device via llama.cpp, stable-diffusion.cpp, whisper.cpp and Kokoro, exposed through one OpenAI-compatible gateway. Includes chat, RAG projects, MCP connectors, artifacts, and an opt-in Pro memory layer. | View Project → |
| dreamgraph | ★ 114 | AI Agents | TypeScript | AI agents · agent memory · knowledge graph · MCP · architecture reasoning · codebase understanding · auditable execution · multi-repo | DreamGraph is a persistent, graph-based architecture cognition environment for software projects. Its daemon, MCP tools, CLI, and editor integrations help AI assistants reason about codebases, decisions, and workflows with auditable evidence and human review. | View Project → |
| agentburn | ★ 114 | AI Tools | Python | usage tracking · cost profiling · token usage · observability · rate limits · local-first · CLI · agent analytics · MCP | A local, read-only CLI profiler for AI coding agents and assistants. It analyzes usage logs to show peak limits, token costs by source, overnight spending, and behavioral causes such as retry loops, then suggests configuration fixes. | View Project → |
| GeoChat | ★ 114 | AI Agents | TypeScript | local-first · desktop-app · math · geometry · geogebra · tauri · react · bun · typescript · tool-calling · mcp · llm · visualization · math-education · ai-sdk · sqlite | Local-first desktop AI workspace for math: type a geometry problem and the agent builds, draws and explains it on an embedded GeoGebra canvas. Runs a Bun backend sidecar with SQLite, tool calling, skills and a debug MCP server in a Tauri/React shell. | View Project → |
| flameox | ★ 114 | MCP | Python | mcp · mcp-server · profiler · profiling · gpu-profiling · performance-analysis · benchmarking · runtime-evidence · coding-agents · local-first · tracing · memory-profiling · performance-regression · debugging · python · developer-tools | Flameox is a local-first MCP server that lets coding agents capture and analyze bounded runtime evidence: CPU/GPU profiles, traces, memory data, and benchmark comparisons across Python, native code, and inference stacks. It coordinates py-spy, Memray, Perfetto, OTLP, torch, and aiperf with explicit artifact paths and n | View Project → |
| sub2sub | ★ 114 | AI Agents | JavaScript | ai-agents · claude-code · codex · mcp · multi-agent · task-delegation · remote-execution · collaboration · file-transfer · cross-device · node-pairing · developer-tools · plugin · lan · usage-statistics · session-continuation | sub2sub is a plugin that pairs devices running Codex or Claude Code so you can delegate AI tasks, send files, and get responses and results back locally. It ships an MCP server plus a local management UI, with host-controlled sharing and credentials kept by their owners. | View Project → |
| mcp-server | ★ 113 | MCP | JavaScript | MCP server · agentic coding · SAP CAP · CDS · documentation search · semantic search · model search · local embeddings | An MCP server for AI-assisted SAP CAP development. It exposes tools to search CAP documentation using local embeddings and find definitions in compiled CDS models, for clients such as Claude Code, VS Code, and Codex. | View Project → |
| swarm-orchestrator | ★ 113 | AI Tools | JavaScript | code verification · AI-generated code · CI · testing · evidence ledger · provenance · tamper-evident · GitHub Actions · coding agent | Swarm Verify runs repository checks and records tamper-evident evidence in verifiable bundles. It integrates with GitHub Actions to report what was tested and what remains unverified; the repository also includes an optional beta coding agent. | View Project → |
| earl | ★ 113 | MCP | Rust | MCP server · AI agents · secure tool access · CLI · HCL templates · secrets management · prompt injection protection · SSRF protection · HTTP · GraphQL · gRPC · SQL · Bash | Earl is a Rust CLI and MCP server that gives agents access to external services through human-authored HCL operation templates. It keeps credentials in OS or external secret stores and limits agent-controlled inputs to template parameters. | View Project → |
| open-supermarkets | ★ 113 | MCP | TypeScript | grocery · supermarket · mcp-server · cli · ai-agents · agent-skills · price-comparison · shopping · basket-management · checkout-preview · nutrition · allergens · open-food-facts · http-api · playwright-automation · typescript | TypeScript CLI, HTTP API, MCP server (22 tools) and agent skills giving AI agents a shared layer to search live supermarket catalogues, compare prices, build baskets and preview checkout across 10 providers in 7 countries. Batch primitives and optional Open Food Facts enrichment included. | View Project → |
| buddy | ★ 113 | MCP | TypeScript | mcp-server · virtual-pet · code-review · claude-code · persistent-memory · gamification · developer-tools · terminal · xp-leveling · guard-mode · sqlite · multi-client · statusline · coding-assistant | Local-first MCP server that adds a persistent virtual-pet companion to MCP-capable coding CLIs like Claude Code, Codex, and Cursor. It gives personality-driven code-review nudges, XP/species progression, SQLite-backed memory, and a Guard Mode that flags unchallenged reasoning assumptions. | View Project → |
| model-compose | ★ 113 | AI Frameworks | Python | yaml · declarative · orchestration · llmops · agents · rag · mcp · multi-provider · docker · streaming · workflow · self-hosted · human-in-the-loop · vector-database · local-models · docker-compose-alternative | model-compose is a declarative YAML orchestrator (docker-compose for AI) that deploys chat APIs, ReAct agents, RAG pipelines, and MCP servers from one file. It bridges local and cloud models and runs on Docker, native, or distributed Redis-queued runtimes. | View Project → |
| us-gov-open-data-mcp | ★ 112 | MCP | TypeScript | government data · open data · MCP server · TypeScript SDK · economic data · health data · legislative data · 300+ tools · cross-referencing · WASM sandbox | MCP server and standalone TypeScript SDK exposing 300+ tools across 40+ U.S. government and international data APIs. Supports stdio and HTTP transports, selective module loading, cross-agency queries, and WASM-sandboxed code execution. | View Project → |
| apps-sdk-template | ★ 112 | MCP | TypeScript | MCP server · ChatGPT Apps · widget rendering · TypeScript · template | A minimal TypeScript starter for building ChatGPT Apps backed by an MCP server, with React widget rendering, local development tools, and Alpic deployment support. | View Project → |
| mcp-server-plugin | ★ 112 | MCP | Java | mcp · mcp-server · jenkins · ci-cd · devops · java · jenkins-plugin · automation · sse · streamable-http · model-context-protocol · llm-integration · build-automation · tools | Jenkins plugin implementing the server side of the Model Context Protocol, exposing Jenkins jobs, builds, and logs as MCP tools and resources over SSE, Streamable HTTP, or stateless transports. Lets LLM agents and IDEs drive Jenkins with the same credentials as the instance. | View Project → |
| Heisenberg | ★ 112 | AI Tools | PHP | laravel · php · cms · blog-engine · block-editor · gutenberg · media-library · bilingual · i18n · mcp · ai-writing-assistant · livewire · roles-permissions · email-templating · headless-cms · content-engine | Laravel package providing a Gutenberg-style block editor, content model, media library, templates and bilingual blog backend with zero host coupling. Ships an optional AI writing assistant and MCP server, but its core is a CMS, not an AI/agent product. | View Project → |
| AdobePremiereProMCP | ★ 111 | MCP | Go | MCP server · Premiere Pro · video editing · AI automation · timeline editing · media processing · rough cuts · captions · color grading · video export · Agent Skills | An MCP server that connects AI assistants to Adobe Premiere Pro for supported editing workflows, including timeline operations, media analysis, rough-cut assembly, captions, effects, and exports. Uses Go orchestration with Rust, Python, and TypeScript services. | View Project → |
| anythingllm-mobile | ★ 111 | AI Agents | TypeScript | mobile AI agent · local-first · on-device inference · Android · RAG · voice input · agent tools · scheduled tasks · document chat · privacy | An Android AI assistant and agent with on-device GGUF inference, local document RAG, memory, and built-in tools. It can also connect to hosted or self-hosted model providers and run scheduled tasks. | View Project → |
| publisher | ★ 111 | MCP | TypeScript | mcp · mcp-server · semantic-modeling · text-to-sql · analytics · data-modeling · query-engine · dashboards · bi · ai-agents · row-level-access · materialization · duckdb · rest-api · data-apps · governance | Malloy Publisher is an open-source analytics engine that serves Malloy semantic data models over MCP and REST, so AI agents, apps and BI tools query governed models instead of writing raw SQL. It bundles agent skills, dashboards, materialization, and row-level access control. | View Project → |
| OpenGUI | ★ 110 | AI Coding | TypeScript | coding-agent · desktop-app · web-app · self-hosted · workspace-tools · durable-sessions · streaming-chat · model-connections · Electron | OpenGUI is a self-hostable desktop and web coding agent with its own host and harness. It connects to OpenAI-compatible model endpoints and provides workspace tools for reading, writing, editing, and running shell commands. | View Project → |
| mcp-wordpress | ★ 110 | MCP | JavaScript | WordPress · CMS · content management · SEO · multi-site · MCP server | An MCP server that lets AI assistants manage WordPress sites through 71 tools for content, media, users, SEO, and site operations. Supports multiple sites and integrates with clients such as Claude Desktop. | View Project → |
| mcp-screenshot-website-fast | ★ 110 | MCP | TypeScript | MCP server · web screenshots · browser automation · vision · web capture · screencast · image tiling | An MCP server and CLI that captures webpages and returns screenshots sized and tiled for AI vision workflows. Supports full-page capture, CSS selector screenshots, screencasts, and saving images to disk. | View Project → |
| open-affiliate | ★ 110 | MCP | TypeScript | MCP server · affiliate programs · program registry · AI agents · CLI · REST API · TypeScript SDK · open data | An open registry of affiliate programs with structured program data, a public API, CLI, SDK, and MCP server. AI agents can search programs and retrieve details such as commissions, cookie duration, and payout terms. | View Project → |
| Hermes-router | ★ 110 | AI Tools | Python | LLM router · API proxy · provider failover · key rotation · model routing · caching · usage analytics · rate limiting · local models · OpenAI-compatible · Anthropic-compatible · embeddings · tool calling · Prometheus | A self-hosted Python gateway for OpenAI- and Anthropic-compatible requests. It routes across cloud and local model providers with failover, key rotation, caching, budgets, and a monitoring dashboard. | View Project → |
| fcp-mcp-server | ★ 110 | MCP | Python | Final Cut Pro · FCPXML · video editing · timeline editing · MCP server · Claude · transcription · rough cuts · media analysis · timeline quality control · EDL | An MCP server that lets Claude and other MCP clients inspect, edit, generate, and validate Final Cut Pro timelines through FCPXML. Includes transcript-based editing, media analysis, timeline QC, and optional import into a running Final Cut Pro. | View Project → |
| githits-cli | ★ 110 | MCP | TypeScript | code search · code navigation · code context · documentation · package inspection · dependency review · code examples · CLI · MCP server · AI coding agents | GitHits provides a CLI and MCP server that lets coding agents search indexed open-source code, read source and documentation, find examples, and inspect package health. It integrates with multiple coding tools through local or hosted MCP setup. | View Project → |
| geo-mcp-servers | ★ 110 | MCP | Python | geospatial · GIS · mapping · earth observation · MCP servers · geocoding · routing · PostGIS · STAC · QGIS · ArcGIS · Claude Code skill | A curated, health-tracked catalog of MCP servers for geospatial work, covering mapping, geocoding, routing, spatial databases, earth observation, and GIS. Includes a Claude Code skill for searching the catalog and adding server listings. | View Project → |
| linggen-memory | ★ 109 | RAG | Rust | semantic memory · local-first · embeddings · semantic search · MCP · AI assistants · memory store · Claude Code · Codex · Cursor · Zed · OpenClaw | A local Rust daemon that stores and retrieves semantic memories for AI assistants, with a CLI, browser UI, and MCP interface. Uses LanceDB and Qwen3 embeddings, and integrates with Claude Code, Codex, Cursor, Zed, and OpenClaw. | View Project → |
| growth-engineer | ★ 108 | MCP | TypeScript | MCP server · go-to-market · growth engineering · marketing automation · sales automation · agent workflows · tool catalog · read-only | A catalog of go-to-market tools and workflows, exposed through a read-only MCP server. Agents can search entries, fetch their Markdown instructions, and use workflow prompts to carry out documented growth tasks. | View Project → |
| ai-microcore | ★ 108 | AI Frameworks | Python | llm · python · mcp · rag · vector-database · prompt-templates · provider-agnostic · embeddings · semantic-search · streaming · jinja2 · llm-adapters · chat-completion · tool-calling · minimalist | MicroCore is a minimalist Python library of LLM and vector-DB adapters that makes providers switchable via config while keeping app code unchanged. It includes prompt templating, streaming, embeddings search (Chroma/Qdrant) and LLM-agnostic MCP tool integration. | View Project → |
| agents-can-communicate | ★ 108 | AI Agents | JavaScript | agent-communication · multi-agent · agent-coordination · handoffs · claude-code · codex · gemini-cli · local-first · mcp · cli · hooks · developer-tools · nodejs · session-coordination · code-review | ACC lets independent AI coding sessions (Claude Code, Codex, Gemini CLI, Grok, Kimi) message each other, leave handoffs, and request reviews. Runs locally with a CLI, hooks, and an MCP server; no hosted service or lead agent required. | View Project → |
| agentic-chatops | ★ 107 | AI Agents | Python | agentic-ai · chatops · multi-agent · devops · infrastructure-automation · incident-response · human-in-the-loop · self-hosted · MCP · RAG · prompt-evaluation · observability | A self-hosted, n8n-orchestrated ChatOps system that uses tiered AI agents to triage infrastructure and security alerts, investigate causes, and propose fixes. It combines graph-based impact prediction, monitoring, and human approval gates for operational changes. | View Project → |
| easyedit | ★ 107 | AI Tools | Python | video-generation · video-editing · fan-edits · captions · beat-detection · local-first · Claude Code · Codex · agent-friendly · Whisper | Local-first Python tool that turns a movie title into a captioned speech and beat-cut montage. It uses Claude Code or Codex for planning, faster-whisper for transcription, and HyperFrames for rendering; it can also run with heuristic defaults. | View Project → |
| quarkus-workshop-langchain4j | ★ 107 | AI Frameworks | Java | workshop · Quarkus · LangChain4j · LLM · chatbot · AI services · agent orchestration · MCP | A step-by-step Java workshop for building AI applications with Quarkus and LangChain4j, covering single AI services and agentic orchestration. Each lesson has a runnable project state. | View Project → |
| awesome-academic-research-skills | ★ 107 | Skills | JavaScript | academic research · agent skills · research skills · literature review · academic writing · deep research · paper writing · skill directory · rankings · curated list | A daily updated directory ranking GitHub repositories for academic research and writing agent skills. Includes searchable rankings, agent compatibility labels, trend history, and JSON, CSV, and RSS feeds. | View Project → |
| langfuse-mcp | ★ 106 | MCP | Python | Langfuse · observability · tracing · debugging · MCP server · AI agents · exceptions · metrics · datasets · prompts · Claude Code · Codex | A local or HTTP MCP server that lets AI clients query and analyze Langfuse traces, sessions, exceptions, metrics, prompts, and datasets. Includes a Langfuse agent skill and supports Claude Code, Codex, Cursor, and other MCP clients. | View Project → |
| pi-ling | ★ 106 | AI Coding | TypeScript | coding-agent · agent-runtime · electron · desktop-app · skills · subagents · session-event-log · sqlite · approval-policy · diff-view · terminal · agent-eval · multi-provider · typescript · audit-trail · workbench | pi-ling is an Electron desktop workbench for coding agents that runs Native, DSH and Codex runtimes in one session. Every tool call, file edit and model output lands in a SQLite event log, with effect-based approval policies, file-based skills, subagents and a coding eval toolchain. | View Project → |
| obsidian-hybrid-search | ★ 106 | RAG | TypeScript | obsidian · hybrid-search · semantic-search · bm25 · vector-search · sqlite-vec · fts5 · embeddings · reranking · rrf · mcp · cli · local-first · knowledge-base · note-search · incremental-indexing | Local-first hybrid search engine for Obsidian vaults, combining BM25, fuzzy title/alias matching and sqlite-vec semantic embeddings fused with RRF. Ships a CLI, an Obsidian plugin, and an MCP server so agents can search, read and traverse notes as tool calls. | View Project → |
| tasktrooper | ★ 105 | AI Coding | Go | coding-agents · multi-agent · agent-orchestration · local-first · kanban · autonomous-workflows · Claude Code · Cursor · OpenCode · MCP · code-review · software-delivery | A local-first platform that dispatches software tasks from a Kanban board to role-based agents running through Claude Code, Cursor, Antigravity, OpenCode, or model APIs. Coordinates implementation, review, QA, and release workflows on your machine. | View Project → |
| awesome-agent-skills-security | ★ 105 | AI Agents | — | agent security · LLM security · prompt injection · tool-use security · skill security · MCP security · AI safety · red teaming · security benchmarks · supply-chain security | A curated directory of research, standards, benchmarks, and tools for securing AI agents and their skills. Covers attacks such as prompt injection and tool poisoning, plus defenses including access control, sandboxing, validation, and red teaming. | View Project → |
| openchatx-mcp | ★ 105 | AI Agents | TypeScript | local agent runtime · computer use · MCP · ChatGPT · agent workflows · subagents · skills · tool orchestration · macOS · Windows | OpenChatX is a local agent runtime that connects ChatGPT to computer-control tools, files, shell commands, custom capabilities, and other MCP servers through one MCP connection. Includes skills, rules, projects, workflows, and configurable subagents. | View Project → |
| metronix-memory | ★ 105 | MCP | Python | mcp · agent-memory · rag · hybrid-search · neo4j · qdrant · self-hosted · long-term-memory · knowledge-base · graph-rag · embeddings · docker · multi-agent · durable-memory · citations · fastapi | Self-hosted MCP memory server giving AI agents durable, scoped memory plus hybrid dense+SPARSE+Neo4j graph retrieval with citations. Ships Docker stack, REST/OpenAI-compatible APIs, connectors, and eval harnesses. | View Project → |
| Serein | ★ 104 | RAG | Python | AI memory · long-term memory · chat gateway · memory retrieval · embeddings · MCP · self-hosted · conversation history · hybrid search · memory management | Self-hosted AI memory service with a chat gateway, MCP tools, and a web interface. It stores conversation memories and evidence, then retrieves relevant context for later chats. | View Project → |
| uml-mcp | ★ 104 | MCP | Python | UML · diagram generation · PlantUML · Mermaid · Kroki · MCP server · architecture diagrams · sequence diagrams · BPMN · validation | An MCP server that lets AI assistants generate, validate, and render UML and other diagrams from natural-language requests or source text. Supports about 37 Kroki-backed diagram types, including PlantUML, Mermaid, D2, BPMN, and C4. | View Project → |
| kiln | ★ 104 | MCP | TypeScript | text-to-3d · 3d · mcp-server · ai-agents · procedural-generation · glb · gltf · threejs · agent-skills · game-assets · cli · typescript · render-feedback · code-generation | Kiln is a local MCP server, CLI and TypeScript library that lets a coding agent write JavaScript programs to build game-ready GLB models, render views, review results and revise. Includes authoring, editing and QA skills for harnesses like Claude Code and Codex. | View Project → |
| mcp-dap-server | ★ 104 | MCP | Go | mcp · mcp-server · dap · debugging · debugger · go · agents · agentic-ai · breakpoints · stack-traces · expression-evaluation · stdio-transport · delv · core-dump · process-attach | Go MCP server bridging MCP clients to DAP-compatible debuggers so AI agents can start sessions, set breakpoints, step, inspect stack/variables, attach to processes, and debug core dumps. Exposes 13 tools over stdio; includes agent skills and prompts. | View Project → |
| chap | ★ 104 | AI Agents | HTML | human-in-the-loop · audit-trail · mcp · a2a · multi-agent · ai-governance · approvals · overrides · escalation · handoff · verifiable-logs · json-rpc · protocol · python · typescript · ed25519 | CHAP is an open protocol and runtime for auditable human-agent work: approvals, overrides, handoffs and escalations captured as hash-linked envelopes. It ships MCP and A2A servers plus Python/TypeScript reference coordinators with SQLite persistence and conformance vectors. | View Project → |
| mcp-server | ★ 104 | MCP | TypeScript | mcp · mcp-server · harness · devops · ci-cd · gitops · feature-flags · cloud-cost · chaos-engineering · pipelines · oauth · docker · kubernetes · platform-automation · typescript · stdio-http-transport | Official Harness MCP server exposing the Harness.io platform to AI agents via 11 consolidated tools and 251 resource types across CI/CD, GitOps, feature flags, cloud cost and security. Supports stdio, HTTP, OAuth and multi-user deployments with 35 prompt templates. | View Project → |
| SztuCode | ★ 103 | AI Agents | Python | AI agent · coding agent · multi-agent · office automation · local-first · MCP · Python · TypeScript · auditable · browser automation · skills · agent evaluation | An experimental, local-first coding and office agent with TypeScript and Python runtimes, desktop and CLI clients, tool permissions, session tracing, MCP and skills support, and multi-agent workflows. It can work with code, documents, spreadsheets, slides, PDFs, and browser tasks. | View Project → |
| platypus | ★ 103 | AI Agents | TypeScript | self-hosted · multi-tenant · agent platform · persistent agents · scheduled agents · sub-agents · agent skills · MCP · tool use · memory · sandbox · plugins · Kanban | A self-hosted, multi-tenant platform for building persistent AI agents with tools, skills, sub-agents, memory, MCP connections, and scheduled triggers. Supports hosted providers and local models, with sandboxed shell and filesystem access. | View Project → |
| pluggedin-app | ★ 103 | MCP | TypeScript | MCP client · MCP server · MCP hub · server discovery · tool aggregation · OAuth 2.1 · RAG · semantic search · AI memory · self-hosted · workspaces · audit logs | A self-hostable MCP hub for discovering, configuring, and aggregating MCP servers for AI clients. It also provides document storage, semantic search and RAG, persistent AI memory, workspaces, and activity logs. | View Project → |
| ajean | ★ 103 | AI Agents | Go | local-ai · self-hosted · llama.cpp · gguf · mcp · agent · browser-control · computer-use · persistent-memory · encryption-at-rest · openai-compatible · web-search · cuda · privacy · multimodal · single-binary | Single Go binary wrapping llama.cpp into a self-hosted AI assistant: chat UI, persistent Markdown memory, terminal/file/web/browser tools, MCP servers, encryption at rest and encrypted remote access. Handles GPU detection, model presets and an OpenAI-compatible endpoint. | View Project → |
| mcp-server | ★ 102 | MCP | TypeScript | MCP server · UI5 · OpenUI5 · SAPUI5 · agentic AI · developer tools | An MCP server that gives AI clients UI5-specific development tools, including project scaffolding, API reference lookup, guidelines, project inspection, manifest validation, and linting. | View Project → |
| claude-plugins | ★ 102 | AI Coding | Python | Claude Code · multi-agent · software delivery · implementation planning · code generation · code review · LLM-as-judge · self-learning · GitHub PRs · SDLC | A suite of Claude Code plugins for multi-agent software delivery, covering project setup, implementation planning and coding, automated PR reviews, quality judging, and organizational learning. Includes workflow gates grounded in the codebase. | View Project → |
| basemind | ★ 102 | MCP | Rust | MCP server · coding agents · code intelligence · code map · RAG · shared agent memory · multi-agent communication · semantic search · git history · web crawling · tree-sitter · OCR | A Rust MCP server that gives coding agents repository code maps, document RAG, shared memory, agent communication, web crawling, and git history tools. Supports 300+ languages and integrates with more than 10 coding-agent harnesses. | View Project → |
| ollama-mcp-bridge | ★ 102 | MCP | Python | Ollama · MCP · tool calling · local LLM · API proxy · streaming · FastAPI · multi-server | A Python API bridge that connects Ollama with multiple MCP servers and makes their tools available during chat requests. Supports stdio, HTTP, and SSE transports, tool filtering, streaming, and transparent proxying of other Ollama endpoints. | View Project → |
| pfsense-mcp-server | ★ 102 | MCP | Python | mcp · mcp-server · pfsense · firewall · network-security · cybersecurity · fastmcp · rest-api · python · claude-desktop · claude-code · network-automation · vpn · guardrails · llm · docker | MCP server exposing 333 wire-format-verified tools for the pfSense REST API, letting Claude Desktop/Code manage firewall rules, VPN, DNS, DHCP and diagnostics in natural language with a confirmation gate, config backup and rollback on destructive changes. | View Project → |
| jev-webmcp-extension | ★ 102 | MCP | JavaScript | chrome-extension · webmcp · mcp · tool-calling · side-panel · schema-to-question · browser-agents · tool-discovery · typed-predictions · safety-policy · manifest-screening · evals · javascript | Chrome side-panel extension that converts a page's WebMCP tool schemas into typed Jev questions to predict tool calls, arguments, and confidence from user input, with per-site permissions, manifest screening, and confirmation gates for state-changing tools. | View Project → |
| chimp | ★ 102 | MCP | Scala | mcp · scala · scala3 · sdk · mcp-server · mcp-client · tapir · sttp · zio · pekko · ox · streaming · http · stdio · type-safe | Chimp is a Scala 3 SDK from SoftwareMill for building MCP servers and clients with type-safe, boilerplate-less APIs on Tapir and sttp. Supports streamable HTTP and stdio transports plus streaming integrations for Ox, ZIO and Pekko. | View Project → |
| StrataGate-AgentMemory | ★ 101 | AI Agents | TypeScript | agent memory · cross-session memory · persistent memory · long-term memory · layered memory · temporal memory · knowledge graph · memory retrieval · evidence tracing · local-first · DeepSeek Harness · SQLite · RAG | A DeepSeek Harness plugin that gives agents cross-session memory using layered conversation summaries, persistent event and graph storage, and evidence-linked retrieval. Older context becomes more concise while original records remain available for verification. | View Project → |
| guardana | ★ 101 | AI Tools | HTML | AI security · LLM security · agent security · MCP security · red teaming · model scanning · prompt injection · supply chain security · CI/CD · SARIF · OpenTelemetry · security verification | Python security verification tool for AI artifacts, live model endpoints, MCP servers, and recorded agent traces. Runs offline artifact scans or bounded active probes, produces reproducible findings, and can gate CI with SARIF output. | View Project → |
| formanator | ★ 101 | MCP | Rust | MCP server · Forma · benefit claims · receipt analysis · LLM · CLI · expense reimbursement | Rust CLI and MCP server for checking Forma benefits and submitting claims. It can use an LLM to extract claim details from receipt images or PDFs, with confirmation before submission. | View Project → |
| Micro-Agent | ★ 101 | AI Agents | Python | AI agent · ReAct · vertical domains · RAG · MCP · skills · subagents · agent memory · tool use · FastAPI · SSE | A Python framework for building domain-specific ReAct agents with configurable LLMs, tools, memory, skills, RAG, and MCP integration. Includes a FastAPI service with streaming output and example task workflows. | View Project → |
| know-where | ★ 101 | AI Tools | Python | knowledge management · AI summarization · content archiving · second brain · Feishu · Lark bot · web extraction · multimodal · speech transcription · self-hosted | A self-hosted Feishu bot and CLI that extracts public content from supported links, uses configurable AI models for classification and summaries, and archives results in Feishu Bitable. Supports articles, GitHub READMEs, image posts, and video transcription. | View Project → |
| Magic-Resume | ★ 101 | AI Tools | TypeScript | resume-builder · ats-optimization · job-matching · mcp-server · langchain · langgraph · local-first · privacy · nextjs · typescript · ai-editor · mock-interview · translation · pdf-export · indexeddb · bring-your-own-key | MIT-licensed AI resume workbench (Next.js/TypeScript) that edits resumes in place with multi-model AI, scores and tailors them to job descriptions, and ships a schema-aware MCP server so Claude Code, Cursor or Windsurf can read and patch resumes safely. Self-hosted mode is browser-only with data in IndexedDB; bring you | View Project → |
| P-ai | ★ 101 | AI Agents | Rust | desktop-ai-assistant · multi-agent · long-term-memory · mcp · agent-skills · tool-review · local-first · computer-use · tauri · rust · vue · workspace-automation · remote-im · personas · self-growing · privacy | Rust/Tauri desktop AI work system with multi-persona agents, long-term compressed memory, MCP and skill management, reversible tool execution with AI review, and remote IM bridges. Local-first, no intermediary servers; aimed at long-running tasks rather than chat. | View Project → |
| devchain | ★ 100 | AI Coding | TypeScript | AI coding agents · agent orchestration · multi-agent · local-first · parallel coding · code review · MCP · tmux · remote VMs · developer tools | Local-first platform for coordinating Claude Code, Codex, OpenCode, Antigravity, and Copilot agents. Provides shared task boards, live tmux terminals, MCP tools, code review, and optional remote VM execution. | View Project → |
| claude-code-tips-tricks | ★ 100 | AI Coding | — | Claude Code · tips · coding agents · MCP · skills · subagents · hooks · context engineering | A Markdown collection of practical Claude Code tips covering sessions, context, subagents, skills, MCP, hooks, and automation. Useful for developers adopting Claude Code in terminal and CI workflows. | View Project → |
| noodle | ★ 100 | AI Agents | Swift | multi-agent · persistent-agents · agent-teams · macOS · desktop · computer-use · browser-automation · MCP · local-AI · agent-workspaces | A native Apple-platform workspace for persistent AI agents and agent teams. Connects to coding-agent harnesses, provides tools such as MCP services, browsers, and computers, and supports local models. | View Project → |
| jevmem | ★ 100 | AI Coding | TypeScript | coding-agent-memory · Claude Code · Cursor · Codex · MCP · project memory · memory retrieval · dead-end tracking · guardrails | A TypeScript project-memory tool for Claude Code, Cursor, and Codex. It records decisions, constraints, bugs, and failed approaches, retrieves relevant notes for later prompts, and can check tool calls against saved rules. | View Project → |
| SourceWeft | ★ 100 | AI Agents | TypeScript | multi-agent · self-hosted · RAG · MCP · skills · knowledge-base · citations · sandbox · BYOK · AI workstation | A self-hostable AI workstation for multi-agent tasks, cited knowledge search, skills, and MCP-connected tools. Supports multiple model providers, sandboxed execution, and web and desktop clients. | View Project → |
| metrik | ★ 100 | AI Tools | Rust | AI coding agents · token usage · quota tracking · usage analytics · desktop app · local-first · privacy · reports · multi-agent | A cross-platform desktop app that tracks quotas, reset times, and token usage across locally installed AI coding agents. It parses local logs and official quota endpoints, with reports and no cloud service. | View Project → |
| Basecamp-MCP-Server | ★ 100 | MCP | Python | Basecamp 3 · project management · OAuth 2.0 · MCP server · todos · search · documents · card tables · file uploads | A Python MCP server that connects AI clients to Basecamp 3 through OAuth. It exposes tools for projects, search, todos, messages, card tables, documents, uploads, and other Basecamp resources. | View Project → |
| Benzi | ★ 100 | AI Coding | Python | AI coding agent · code intelligence · code indexing · tree-sitter · MCP · call graph · data flow · symbol resolution · runtime tracing · automated code editing · incremental indexing | Compiler-backed code intelligence infrastructure for AI coding agents. It builds a tree-sitter index with resolved symbols, call relationships, and data flow, then exposes structured query, edit, test, and rollback tools, including MCP compatibility. | View Project → |
| davinci-resolve-mcp | ★ 100 | MCP | Python | DaVinci Resolve · video editing · timeline control · media pool · color grading · rendering · local AI · transcription · voice isolation · background removal | An MCP server that lets AI assistants read and control DaVinci Resolve projects, timelines, media, color, and rendering. Includes local transcription, vocal isolation, and background removal using open-source AI tools. | View Project → |
| mcp-windows | ★ 100 | MCP | C# | Windows automation · UI Automation · desktop control · semantic selectors · keyboard input · mouse input · screenshots · MCP server · CLI · RPA · Windows 10 · Windows 11 | An MCP server and CLI for controlling Windows applications through the Windows UI Automation API. Agents can inspect controls and click, type, select, and read by element identity, with screenshot and coordinate input as a fallback. | View Project → |
| Librechat-Mobile | ★ 100 | AI Tools | Kotlin | AI chat · mobile app · LibreChat · Android · iOS · self-hosted · multi-account · MCP · streaming · multimodal | Native Android and iOS client for self-hosted LibreChat servers. Supports streaming chats, multiple accounts, model selection, attachments, artifacts, voice features, agents, and MCP configuration. | View Project → |
| ENZO | ★ 100 | AI Agents | TypeScript | AI agents · self-hosted · BYOK · multi-provider · agent builder · agent skills · deep research · code generation · chatbot · Docker · model catalog | Self-hosted AI workspace for chatting with models, building agents, deep research, and code generation. Connect provider API keys directly; agents can use bundled skills and tools, including Gmail and Calendar integrations. | View Project → |
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