Python agents

Synoppy tool spec for LlamaIndex — give your agent the whole web: read, search, crawl, map, extract, classify, enrich, images, and screenshot on one key.

llama-index tools verifly integration

TealTiger governance callback handler for LlamaIndex — deterministic policy enforcement, cost tracking, and audit for RAG pipelines

Evaluate LLMs against behavioral specifications (AGENTS.md, Claude.md, custom rules)

Production-grade benchmarking platform for OpenAI-compatible LLM endpoints

Gateway-agnostic core for llm-catalog: config schema, resolver, GatewayTransport, and LiteLLM codegen. Knows nothing about any runtime adapter.

LiteLLM CustomLLM plugin for llm-catalog: drive a catalog config through LiteLLM, in-process or via the proxy.

Pydantic AI adapter for llm-catalog: build native Pydantic AI models from a catalog config, routed through your gateway.

Psychometric validation framework for LLM-generated classifications

A coding agent built on LLM

Local MCP server for the LLM Council workflow

A high-performance LLM inference engine in Rust

A lightweight, domain-aware safety firewall for LLM applications — works with any API or local model, with dynamic policy-document support.

A compliance control layer between your app and any LLM: PII/PCI redaction, cost tracking, and privacy-safe audit logging. GCC-focused.

Bidirectional UUID<->numeric ID mapping to shrink LLM prompt token counts for large item lists.

MCP Resource Server — llm-kms handbook distributor

LLM API latency benchmarker: TTFT p50/p95/p99 (cold/warm cache split), tokens/sec, cost.

Open clearinghouse for LLM bids, councils, and evidence-backed routing.

Alias for claude-real-video — let any LLM actually watch a video (scene-aware frames + transcript).

The persistent memory layer for AI coding agents

OWASP Top 10 for LLMs security scanner — fully offline

Contextual subtitle translator (any language to any language) that preserves timing and ASS structure, driven by LLM agent CLIs.

Analyze and visualize how an LLM picks each next token: probabilities, attention, logit-lens, activations, manifold geometry — CLI + web app.

An intelligent tool-making package that leverages LLMs to analyze projects and generate tools

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Run any LLM with one config file. No framework lock-in.

LLM-as-judge linter: enforce code-quality checks deterministic linters can't express, by driving real coding harnesses through oneharness.

Interactive viewer for Copilot and Codex coding-session token usage

Auto-discover llms.txt from your deps. Docs your agent can read. Zero setup.

CLI-first, local LLM cost tracker for indie devs — drop it in front of any OpenAI-compatible API and watch token usage and spend in real time. No cloud, no signup.

LoongSuite Microsoft AutoGen instrumentation

LoongSuite DeepAgents Instrumentation

LoongSuite Microsoft Agent Framework instrumentation

loop-agent: an embeddable loop engine for agents (gather -> act -> verify -> repeat, with composable stop conditions, persisted state, limited human gates, and an outer Reflexion loop).

Typer + Rich CLI for recruit-loop-agent — run recruiting loops from the terminal

The acceptance layer for autonomous coding — 'CI for AI agents'. A swarm works until a verifier PROVES the goal is done.

LuBan Agent (鲁班) - A tool to load and execute LLM agent skills from a directory

Drop-in open-source agent SDK. Multi-model, streaming, MCP, sub-agents.

Plugin-driven matrix client framework.

Portable MCP code-map server for token-efficient coding agents

A modern AI coding agent with RAG, ACP, and smart context management

CrewAI tools for Merka2a - the agent-native compute exchange. Search, negotiate, and purchase GPU compute.

Slack Events API channel support for MeshAgent

LangChain tools for the Metalift web context API

Meterbility SDK for Python — trace LLM agent runs into the local Meterbility store

Microloop integration for LangGraph

Miti Agent SDK – connect third-party agents to Miti IM

MolTrust trust verification middleware for CrewAI

MolTrust trust verification middleware for LangChain 1.x

Multi-agent autonomous AI evaluation framework — simulate users, score dimensions, detect regressions

Morphy — universal autonomous AI agent with multi-agent swarm execution

Moxie — the open-source money agent that acts on your money, only with your approval. Local-first, consent-first.

MS-RAGS(ALL-IN-ONE) — production-grade RAG framework builder terminal CLI

Human-in-the-loop pentest & OSINT CLI assistant

Scaffold production-ready AI agent projects with tool registries, configs, and main loops

An agent for analyzing GitHub and GitLab repositories.

A beautiful CLI built with Typer, Rich and Questionary

First open-source AI agent for Northeast Indian languages

Autonomous terminal-first AI software engineering assistant with ReAct tool loops and multi-provider fallback

AgentOS — Production-grade multi-agent framework: middleware pipeline, swarm coordination, structured logging, Prometheus metrics, graceful shutdown, Docker/K8s deploy, checkpoint/retry, multimodal, prompt hub, cost analytics, enterprise RBAC + multi-tenancy.

MCP server for reading Claude Code session history from the local filesystem

Noeta's official product: a multi-user, server-side agent platform.

Embedding-free RAG. An LLM compiles your documents once; every query stays pure BM25.

A conversational AI agent for your Obsidian vault, connected via MCP.

Unified multi-provider LLM caller with automatic fallback

Reserved for Omnigent community use and to prevent malicious use.

Reserved for Omnigent community use and to prevent malicious use.

Omnis — a multi-agent harness: CLI/TUI (omnis) + HTTP API & Web UI server (omnis-server).

Python SDK for OpenMemory and Hermes AI integration

CLI for GitHub AgentOS — provision label-driven multi-agent orchestration

Auto-generate a governance ontology, Trust Profile, and signed badge for any agent, MCP server, repo, OpenAPI, Rego, or workflow. The OpenTelemetry for agent governance.

198 Scavio real-time search, extract and website crawl tools over 33 platforms (Google, YouTube, Amazon, Walmart, eBay, Target, HEB, Kroger, Zillow, Booking.com, Indeed, SEC EDGAR, G2, Meta Ad Library and more) for the OpenAI Agents SDK

OpenAI Agents SDK tools for Signatrust — cryptographically signed, tamper-evident AI Decision Receipts.

Build your own Ziwei or Qimen agent on the OpenAI Agents SDK - hosted astrology models plus your own local tools, MCP, and human-in-the-loop.

OpenBox SDK - Governance and observability for CrewAI agent workflows

Coverage path planning for UAV aerial surveying

跨交易所资金费率套利系统

OpenTelemetry LiteLLM instrumentation

Production-grade Harness Agent built on top of LangChain Deep Agents.

Coinbase AgentKit action provider for OSF (Open Source Filings): provenance-stamped sanctions, entity, and CVE data for AI agents, paid per call over x402 (USDC on Base).

Pull open-weight AI models from the ossllms torrent network. An HF-cache-compatible download shim for common huggingface_hub public model pulls.

Catch the LLM/AI calls you didn't need. A fast, deterministic linter that flags LLM API calls where plain code is simpler, cheaper, and more reliable.

Governance patterns for autonomous AI agents in health-insurance / payer operations (aligned to the NAIC Model Bulletin framework)

Governance patterns for autonomous AI agents in regulated payments

Haystack converter for pdfmuse — deterministic PDF/DOCX parsing for RAG.

PDO (Python Do) — a terminal-first AI agent that reasons, plans, and safely executes real tasks.

Pipecat community TTS integration for the XTTSv2-vLLM streaming server

pirn agents domain knots.

Diagnose and repair why your LLM traces aren't showing up in PostHog.

EU AI Act-compliant scaffold and utilities for automating ingest PRs with GitHub Copilot

Governance patterns for autonomous AI agents at SEC-registered investment advisers (private capital)

General agent runtime with a built-in ProseForge writing workflow pack.

Circuit breaker SDK for LLM agents.

King County, WA civic data tools for pydantic-ai agents — no API keys required

Mimir persistent, local, encrypted memory for Pydantic AI agents — exposed as a Toolset.

FanLang — LangChain integration. OODA Agent and FanLang Retriever for LangChain apps.

LLM-powered semantic assertions for pytest

Python bindings for QueryMT Agent

Host-agnostic, self-correcting library/API memory daemon for coding agents (Qwen MemoryAgent)

FANUC RAG Knowledge Base — pluggable retrieval + SAG hybrid search + OKF concepts