contributors
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5 MCP Servers83 Skills64 Agentsacross 4 categoriesneural-memory
NeuralMemory Contributors
Reflex-based memory system for AI agents - retrieval through activation, not search
fastmcp-file-server
FastMCP File Server Contributors
Secure MCP file server with multi-tier authentication
audio-workbench
Perch Contributors
Python wrapper for Audio Workbench Player (HTML/Streamlit embedding)
io.github.jonnybottles/azure-updates
azure-updates-mcp contributors
MCP server for Azure Updates RSS feed - search, filter, and summarize Azure service updates
ai-code-validator
AI Code Validator Contributors
Catch AI-generated code mistakes before they cause problems
ai-debate-tool
AI Debate Tool Contributors
AI-to-AI debate orchestration for better decision-making
ai-model-scanner
AI Model Scanner Contributors
Lightweight cross-platform tool to scan for local AI model files
ai-regression-guard
AI Regression Guard Contributors
Developer-first AI regression & failure detection for production LLM applications
ai-rules-generator
AI Rules Generator Contributors
A CLI tool that generates comprehensive AI coding agent rules for Cursor and Claude Code
ai-optimize
AI Token Optimizer Contributors
Universal optimization system for AI coding assistants
ai-mcp-terminal
AI-MCP Contributors
AI终端管理器 - 支持MCP协议的多线程终端系统，提供并发执行、智能调度、交互检测、Web界面等功能
django-aida-notifications
AIDA Notifications Contributors
A comprehensive Django notification extension with email (via Anymail) and SMS (via Twilio) support
aivectormemory
AIVectorMemory Contributors
轻量级 MCP Server，为 AI 编程助手提供跨会话持久记忆能力
agent-policy-engine
APE Contributors
Deterministic, capability-based policy enforcement runtime for AI agents
api-agent-ratatoskr
API Agent Contributors
Universal MCP server for querying GraphQL, REST, and gRPC APIs using natural language
api-autopsy
API Autopsy Contributors
Production-grade API performance analysis platform for Django and FastAPI
api-governor
API Governance Skill Contributors
API governance and breaking change detection for OpenAPI specs
aws-athena-mcp
AWS Athena MCP Contributors
A simple, clean MCP server for AWS Athena integration
aws-lighthouse
AWS Lighthouse Contributors
Terminal-first FinOps, Security, and Cloud Infrastructure Agent for AWS
agent-backend
Agent Backend Contributors
A distributed, scalable filesystem backend for deep AI agents, backed by blob storage
ai-agent-browser
Agent Browser Contributors
A robust browser automation tool for AI agents - control browsers via CLI or IPC
agent-budget-guard
Agent Budget Contributors
Budget-limited LLM API client wrapper to prevent runaway AI agent costs
agent-cli-sdk
Agent CLI SDK Contributors <noreply@github.com>
Universal SDK for interacting with AI Agent CLIs (Gemini, Copilot, etc.)
agent-control-plane
Agent Control Plane Contributors
Layer 3: The Framework - A governance and management layer for autonomous AI agents
agent-genesis-mcp
Agent Genesis Contributors
MCP server for searching Claude Code conversation history via Agent Genesis
agent-knowledge-mcp
Agent Knowledge MCP Contributors <contributors@agent-knowledge-mcp.dev>
AgentKnowledgeMCP - Advanced Knowledge Management for AI Agents
agent-knowledge-mcp-fastmcp
Agent Knowledge MCP Contributors <contributors@agent-knowledge-mcp.dev>
AgentKnowledgeMCP - Advanced Knowledge Management for AI Agents
agent-memory-state
Agent Memory Contributors
Long-term memory management for AI agents
agent-ros-bridge
Agent ROS Bridge Contributors
Universal interface for AI agents to control ROS robots via natural language
agent-reminiscence
Agent Reminiscence Contributors
Hierarchical memory management for AI agents with vector search and graph relationships
agent-sandbox-runtime
Agent Sandbox Runtime Contributors
Production-grade self-correcting AI agent platform with sandboxed execution
agent-tool-registry
Agent Tool Registry Contributors
A decentralized marketplace for agent capabilities - The Hands of AI Agents
agent-tools-drnt
Agent Tools Contributors
Worktree-based agent workflow management toolkit
agent-vitals
Agent Vitals Contributors
Standalone agent health monitor — detect loops, stuck states, thrash, and runaway costs in any AI agent workflow.
agent-gantry
Agent-Gantry Contributors
Universal Tool Orchestration Platform - Intelligent, secure tool orchestration for LLM-based agent systems
agent-safe
Agent-Safe Contributors
A governance and policy enforcement layer for AI agents and non-human identities
llama-index-agent-agentmesh
AgentMesh Contributors
AgentMesh trust layer integration for LlamaIndex agents
agent-scout-cli
AgentScout Contributors
CLI interface for AgentScout — your personal AI assistant agent
django-auth-oidc
Aiakos Contributors
OpenID Connect authentication support for Django
alembic-converger
Alembic Converger Contributors
Safely converge Alembic migration graphs by generating minimal merge migrations
django-anymail
Anymail Contributors
Django email backends and webhooks for Amazon SES, Brevo, MailerSend, Mailgun, Mailjet, Mailtrap, Mandrill, Postal, Postmark, Resend, Scaleway TEM, SendGrid, SparkPost, and Unisender Go (EmailBackend, transactional email tracking and inbound email signals)
agent-coherence
Arbiter contributors
MESI-style artifact coherence for multi-agent AI systems
agent-energy-budget
AumOS Contributors
Agent cost control, energy budget management, and token tracking
agent-gov
AumOS Contributors
AI agent governance and compliance engine with policy enforcement
agent-identity
AumOS Contributors
Agent identity management, trust scoring, and certificate management
agent-marketplace
AumOS Contributors
Agent capability registry, discovery, and semantic matching
agent-mesh-router
AumOS Contributors
Multi-agent communication, task routing, and workflow orchestration
agent-sense
AumOS Contributors
Human-agent interaction SDK with accessibility and dialogue management
agent-session-linker
AumOS Contributors
Cross-session context persistence and resumption
agent-sim-bridge
AumOS Contributors
Simulation-to-reality bridge for AI agents with environment adapters
agent-sovereign
AumOS Contributors
Sovereign and edge deployment toolkit for self-contained agent bundles
agent-vertical
AumOS Contributors
Domain-specific agent templates for common enterprise use cases
auto-agentic
Auto-Agentic Contributors
A modular conversational AI assistant for natural language database querying
ai-code-autodoc
Autodoc Contributors
AI-powered code intelligence tool for analyzing and documenting codebases
beads-mcp
Beads Contributors
MCP server for beads issue tracker.
claude-knowledge-catalyst
CKC Contributors
AI-powered knowledge management with YAKE keyword extraction for Claude Code development
crewai-capsule
Capsule Contributors
Capsule sandbox integration for CrewAI
langchain-capsule
Capsule Contributors
Capsule sandbox integration for LangChain — run code in isolated WebAssembly sandboxes
catboost-cli
CatBoost CLI Contributors
Production-quality CLI for training, evaluating, and predicting with CatBoost models from tabular data
celery-throttle
Celery Throttle Contributors
Advanced rate limiting and queue management for Celery workers using Redis-based token bucket algorithms
claude-bedrock-cli
Claude Bedrock CLI Contributors
A powerful CLI for Claude AI using AWS Bedrock - no Anthropic subscription needed
claude-bridge
Claude Bridge Contributors
API gateway for Claude Code with Anthropic API compatibility
claude-cli-sdk
Claude CLI SDK Contributors
Python SDK wrapping Claude CLI - Use Skills, Hooks, Slash Commands, Agents without official SDK
claude-codemode
Claude Codemode Contributors
Python implementation of Cloudflare's Code Mode using Claude AI, pydantic-ai, and Anthropic Agent SDK
claude-conversation-export-html
Claude Conversation Exporter Contributors
Export Claude Code conversations to self-contained HTML with interactive selection.
claude-notes
Claude Notes Contributors
Transform Claude Code transcript JSONL files to terminal and HTML views
claude-sdk-lite
Claude SDK Lite Contributors
A lightweight Python SDK for Claude Code CLI using subprocess
claude-session-manager
Claude Session Manager Contributors
Session management for Claude CLI - preserve context across projects
claude-setup
Claude Setup Contributors <hello@claude-setup.dev>
Intelligent scaffolding system for Claude Code configurations - Generate optimal .claude setups for any project
claude-wrapper
Claude Wrapper Contributors
A simple Python wrapper for Claude CLI with streaming support and OpenAI-compatible API interface
llm-contextguard
ContextGuard Contributors
State-contracted verification and explainable retrieval gating for agentic RAG.
django-elastipymemcache
Contributors
pymemcache-based Django cache backend for Amazon ElastiCache with auto discovery
power-grid-model-io
Contributors to the Power Grid Model project <powergridmodel@lfenergy.org>
Power Grid Model Input/Output
django-admin2
Daniel Greenfeld & Contributors
An introspective interface for Django's ORM.
data-go-mcp.msds-chemical-info
Data.go.kr MCP Servers Contributors
MCP server for Material Safety Data Sheets from Korea Occupational Safety and Health Agency
data-go-mcp.presidential-speeches
Data.go.kr MCP Servers Contributors
MCP server for Access Korean presidential speech records from the Presidential Archives
django-cms
Django CMS Association and contributors
Lean enterprise content management powered by Django.
django-iceberg
Django Iceberg Project Contributors
Django database backend powered by Apache Iceberg and Polars - bringing time travel, cloud-native storage, and blazing-fast analytics to Django
django-allauth-require2fa
Django Require2FA Contributors
Site-wide Two-Factor Authentication enforcement middleware for Django applications using django-allauth
django-forge-ai
DjangoForgeAI Contributors
A comprehensive AI toolbox for Django - seamless integration of LLM functionalities, RAG systems, and AI agents
langchain-drasi
Drasi Contributors
LangChain extension for accessing Drasi continuous queries via MCP
langchain-envector
Envector Contributors
LangChain VectorStore integration for Envector
gemini-coder
Gemini Coder Contributors
A Python tool that uses Google's Gemini API to generate animated GIFs from text prompts
gemini-gif
Gemini GIF Generator Contributors
A Python tool that uses Google's Gemini API to generate animated GIFs from text prompts
genai-auditor
GenAI Compliance Auditor Contributors
LangChain-integrated compliance audit handler for GenAI (EU AI Act etc.). Captures prompts, outputs, and model usage with provenance hashing.
langchain-hwp-hwpx-loader
HWP Loader Contributors
LangChain document loaders for HWP/HWPX using hwp-hwpx-parser
headroom-ai
Headroom Contributors
The Context Optimization Layer for LLM Applications - Cut costs by 50-90%
cloud-blobstore
Human Cell Atlas contributors
Abstraction layer for cloud blobstores.
llm-imageops
ImageOps Contributors
Production-grade async image preprocessing for LLM APIs
django-cab
James Bennett and contributors
A code snippet manager, originally written to power djangosnippets.org
django-better-auth-oidc
Jouleworks Development Contributors
Better OpenID Connect authentication support for Django
just-grok-it
Just Grok It Contributors
Auto-redirect LLM API requests (OpenAI, Anthropic, Gemini, Mistral, Cohere, OpenRouter) to xAI APIs - Just Grok It!
llm-tools-server
LLM API Server Contributors
Reusable Flask server for LLM backends (Ollama, LM Studio) with tool calling
llm-fal
LLM CLI Contributors
LLM CLI plugin for fal.ai generative AI models and services
llm-contextkit
LLM ContextKit Contributors
Composable building blocks for LLM context engineering
ai-decision-council
LLM Council Contributors
Multi-model council orchestration with CLI and integration bridge
llm-deliberate-mcp
LLM Council Contributors
MCP server for multi-LLM deliberation with anonymized peer review
llm-redact
LLM Redact Contributors
Privacy-first text redaction using local LLM models with rule generation capabilities
llm-regression-tester
LLM Regression Tester Contributors
A flexible library for testing LLM responses against predefined rubrics using OpenAI's API for automated scoring
llm-smart-router
LLM Smart Router Contributors <contact@example.com>
Intelligent tool routing for LLMs with 95.8% reduction in context size
llm-txt-generator
LLMContextGenerator Contributors
从 YAML 配置生成标准化的 AI 协作规则文档 (llm.txt)
backend.ai-storage-proxy
Lablup Inc. and contributors
Backend.AI Storage Proxy
langchain-fused-model
LangChain Fused Model Contributors
Intelligent routing and management for multiple LangChain ChatModel instances with rate limiting, fallback, and structured output support
langchain-tool-to-mcp-adapter
LangChain Tool to MCP Adapter Contributors
Adapter for converting LangChain tools to FastMCP tools
langchain-to-mcp-tool-adapter
LangChain to MCP Tool Adapter Contributors
Adapter for converting LangChain tools to FastMCP tools
lightrace
Lightrace Contributors
Lightweight LLM tracing SDK with remote tool invocation
llama-index-digitalocean-embeddings
LlamaIndex Contributors
DigitalOcean AI embeddings integration for LlamaIndex.
mmdet
MMDetection Contributors
OpenMMLab Detection Toolbox and Benchmark
data-integration
Mara contributors
Opinionated lightweight ETL pipeline framework
nifra
NIfra Contributors
AI Application Security Autopilot — Exploit simulation, attack surface mapping & pipeline protection for LLM apps and AI agents
llama-index-readers-opendal-reader
OpenDAL Contributors
llama-index readers opendal_reader integration
django-addle
OpenFurry contributors
A Django app for managing ads and internal promotions.
patchpal
PatchPal Contributors
An agentic coding and automation assistant, supporting both local and cloud LLMs
plutus-ai
Plutus Contributors
Autonomous AI agent with subprocess orchestration, dynamic tool creation, and a local-first web interface
llm-promptguard
PromptGuard Contributors
Reliable, structured, production-safe LLM outputs with schema validation and auto-repair
ai-compat
PyLib Contributors
GPU and TPU compatibility toolkit for AI frameworks
quillmark
Quillmark Contributors
Python bindings for Quillmark - template-first Markdown rendering
data-service-sdk
SAIS Contributors
data-service-sdk python sdk
ai-skillforge
SkillForge Contributors
Create, validate, and bundle Anthropic Agent Skills — custom instructions that extend Claude's capabilities
socratic-conflict
Socratic Conflict Contributors
Conflict detection and resolution system for multi-agent workflows with consensus building and decision versioning.
langchain-provider
Spyder Project Contributors <spyder.python@gmail.com>
Langchain provider for Spyder
diffusers
The Hugging Face team (past and future) with the help of all our contributors (https://github.com/huggingface/diffusers/graphs/contributors)
State-of-the-art diffusion in PyTorch and JAX.
transformers
The Hugging Face team (past and future) with the help of all our contributors (https://github.com/huggingface/transformers/graphs/contributors)
Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
llm-cli-token-heimdall
TokenSight Contributors
Universal AI CLI Proxy, Firewall, and Token Intelligence Gateway
django-fsm-log
Various Contributors
Transition's persistence for django-fsm
django-ai-core
Wagtail core team + contributors
Django AI Core provides developer-focused AI features for implementing AI tooling in to Django sites.
crypto-wallet-finder
Wallet Finder Contributors
A tool for finding cryptocurrency wallet seeds using parallel processing
claude-webpilot
WebPilot Contributors
Professional Web Automation and Testing Framework with 60+ MCP Tools, Cloud Platform Support, and Performance Optimization
agent-lint-cli
agent-lint contributors
Quality and security platform for AI agents. Validate MCP servers, scan for vulnerabilities, ship reliable agents.
agent-notifier
agent-notifier contributors
Cross-platform notifications for long-running agentic CLI tools
agent-notify
agent-notify contributors
Cross-platform notifications for long-running agentic CLI tools
agent-supervisor-memory
agent-supervisor-memory contributors
Local-first MCP tools: workflow routing/spec + keyword memory (JSON) with optional toggles.
agent-trust-telemetry
agent-trust-telemetry contributors
Trust telemetry middleware for inter-agent communication — makes instruction contamination observable across traces
agent-vault-sdk
agent-vault contributors
Zero-trust credential manager for AI agents — Python SDK
agent-safety-box
agent_safety_box contributors
Battle-hardened safety wrapper for AI agents
ai-agentlint
agentlint contributors
Lint AI coding agent git diffs using static analysis.
agentlog-sdk
agentlog contributors
Python SDK for agentlog - a local-first decision log daemon for agentic workflows
ai-agentreflect
agentreflect contributors
Generate AGENTS.md rules from agent failure logs
agnoclaw
agnoclaw contributors
A hackable, model-agnostic agent harness built on Agno — with Claude Code's prompt wisdom, OpenClaw's UX patterns, and full Python extensibility
ai-cli-insights
ai-cli-insights contributors
Cross-tool usage analytics for Claude Code and Codex CLI
auto-yes
auto-yes contributors
Automatically respond 'yes' to interactive CLI prompts via PTY proxy
claude-env
cenv contributors <contributors@cenv.io>
Claude environment manager - switch between Claude Code configurations
cli-anything-anygen
cli-anything contributors
CLI harness for AnyGen OpenAPI - Generate docs, slides, websites and more via AnyGen cloud API. Requires: ANYGEN_API_KEY
ai-codeindex
codeindex contributors <noreply@github.com>
AI-native code indexing tool for large codebases
django-agent-rag
django-agent-rag contributors
Installable RAG infrastructure for Django projects.
anydocs-mcp
docs-mcp Contributors
Convert code folders into Claude Desktop knowledge bases via MCP server
llm-pipelines
llm-pipelines contributors
A modular, async, composable AI pipeline library for building conversational agents and content processing pipelines
llm-structured-confidence
llm-structured-confidence contributors
Extract per-field confidence scores from LLM structured JSON outputs using token-level log-probabilities.
mcpcap
mcpcap contributors
A modular Python MCP Server for analyzing PCAP files
llm-model-diff
model-diff contributors
Compare LLM model outputs side-by-side with rich diff visualization
neobot-ai
neobot contributors
A lightweight personal AI assistant framework
huggingface-tool
openrl contributors
Toolkit for managing huggingface models and datasets