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PyPI agents
25,155 AI agents indexed on MeshKore from PyPI. Agent frameworks and tools published to the Python Package Index. Each entry links back to its project page.
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PyPI agents — page 250 of 252
Needlepath context selection as a LiteLLM proxy CustomGuardrail.
News sentiment scores (positive/negative) as a ready-made tool for LangChain, CrewAI, AutoGen, and any tool-calling AI agent. Weekly or daily series, period-over-period growth. Powered by trendsmcp.ai
News article mention volume as a ready-made tool for LangChain, CrewAI, AutoGen, and any tool-calling AI agent. Weekly or daily series, growth percentages. No media database subscription. Powered by trendsmcp.ai
Official Python SDK for the Centralized LLM Platform
npm download trends as a ready-made tool for LangChain, CrewAI, AutoGen, and any tool-calling AI agent. Weekly download series, growth percentages, and live trending packages. Powered by trendsmcp.ai
NDJSON-over-stdio daemon exposing the Nullain Agent SDK to editor and CLI clients
AI agent activity monitor — Python port of github.com/perplexityai/numbat
Local ChatGPT-style system
Pacifica trading MCP server, measured-edge setups, exchange-native brackets, funding carry, and a policy-governed autonomous trading entity
Tools to query and consume Open Knowledge Format (OKF) data catalogs, usable standalone or integrated with AI agent frameworks.
Pre-flight checker for local Ollama models
TTTPS Proof-of-Time reverse proxy for Ollama: cryptographic audit-trail timestamps for local model responses via the public KPP Provenance API
LLM-assisted OpenModelica modeling: a tested agentic generate-compile-simulate-verify loop with structured omc diagnostics, quantitative trajectory verification, and a benchmark task ladder.
Compose agents into a graph over oneharness/onejudge and merge their outputs into one event stream.
轻量级的 OpenAI 大模型 IO 库：chat / completions / embeddings，基于 httpx，langchain 风格 message
Haystack integration for opendataloader_pdf
OpenInference Cohere Instrumentation
OpenInference Ollama Instrumentation
HTTP client and JSON schemas for SrvMan-style agent APIs.
Optimizer Agent
An MCP server that lets AI agents extract text and tables from PDFs (invoices, reports, statements).
Use OpenAI, Gemini, and any OpenAI-compatible model inside the Claude Code CLI.
Unofficial async Python RPC client for Prime Agent
A stateful LLM agent framework on pydantic-ai: session persistence, context-window management, and a lifecycle extension system
Terminal chat assistant for software/coding questions, powered by Gemini with Grok fallback.
Q SDK — Instrument any AI agent with security governance
Python-first extensible agent backend, server, and built-in adapters
Python SDK for Qoder Agent
AI assistant for semantic search and chat with codebases
Regression testing and configuration sweeps for RAG pipelines.
MiniLM-based intent classifier with 156 intents, including follow-up, negative sentiment, escalate intents detection for RAG systems. Python 3.9-3.12 recommended; Python 3.13 not currently targeted.
TTTPS Proof-of-Time provenance metric for Ragas: verify that a response carries a genuine audit-trail timestamp from the public KPP Provenance API
Benchmark chunking and retrieval strategies on your own data: compare cost, latency, and accuracy across chunker x retriever combinations.
Knowledge-graph-augmented retrieval for RAG systems: Neo4j-backed entity extraction (regex or LLM-based), co-occurrence graphs, entity deduplication, and GraphRetriever for hybrid vector+graph retrieval via the optional ragleap-rag integration. Framework-agnostic, optional multi-tenant namespacing, no hardcoded models or vocabulary.
Retrieval as a mesh of MCP services — an agentic RAG platform built on LangGraph. Under active development.
Reproducible agentic workflows with observability and online experimentation
Reddit mention volume as a ready-made tool for LangChain, CrewAI, AutoGen, and any tool-calling AI agent. Weekly series, growth percentages, and live Reddit trending posts. No OAuth. Powered by trendsmcp.ai
AgentBus client — give every coding agent a real inbox and a real email address
RunAPI OpenAI Transcription SDK for synchronous speech-to-text integration
Zero-dependency, stdlib-only Python client for rusty-server (threads, runs, SSE streaming, time travel, assistants, crons, KV store, durable tasks)
SAIHM-backed external memory for CrewAI — long-term memory your users own: one encrypted source of truth shared across a whole crew, portable across every model, sealed client-side, and provably erasable (GDPR Art. 17).
Long-term memory for LangGraph your users own — a drop-in BaseStore, portable across every model, sealed client-side, and provably erasable (GDPR Art. 17).
A modular, extensible AI Agent framework with multi-provider support and plugin architecture
Run Claude Code in a throwaway Docker container.
Next-Generation Non-Custodial M-of-N MPC Security & x402 USDC Payment Infrastructure for Autonomous AI Agents
Semantic Kernel plugin for action_ref / decision_binding_ref — content-addressed action and authorization refs
Personal CLI wrapper over the Silpo MCP server
A lightweight, CPU-optimized RAG library powered by a local Small Language Model (SLM)
LangGraph workflow for solar forecasting with OpenMeteo, historical data, and inverter-control integration
Remote Gaussian-splat reconstruction worker for SplatLab
Turn AI-generated art into game-ready 2D assets
Steam concurrent player data as a ready-made tool for LangChain, CrewAI, AutoGen, and any tool-calling AI agent. Weekly series, growth percentages, and live trending games. Powered by trendsmcp.ai
Provider-neutral realtime multimodal agent for Swarmauri live models.
Stateless Swarmauri agent for converting independent text prompts into audio through any TTSBase provider.
Deprecated standalone compatibility package for levenshtein distance.
Deprecated standalone compatibility package for manhattan distance.
Deprecated standalone compatibility package for sorensen-dice distance.
Deprecated standalone compatibility package for squared euclidean distance.
COSE Sign1 proof-of-possession helpers for Swarmauri
Gzip-based compression similarity for Swarmauri.
Generic S3-compatible storage adapter for SwarmauriSDK
S3-style Swarmauri storage adapter backed by SFTP
s3fs-backed S3 storage adapter for SwarmauriSDK
Skill-aware subprocess execution tool for Swarmauri agents.
Synchronous and asynchronous WebSocket client transport for Swarmauri.
Standalone PlayHT text-to-speech provider, stateless agent integration, and CLI for Swarmauri.
Offline-LLM natural-language control layer for the sweep stack. Routes user intent (chat / files) through a local LLM (vLLM/Ollama/llama.cpp) into validated sweep-tasks specs and executes them.
Synaptic Weight Eviction engine for dynamic LLM memory consolidation
Engine-neutral Teamver agent skills (registry, executor, SDK handlers)
Single-purpose AI coding agent powered by llama.cpp -- local-first, terminal-based, MCP-aware.
True Memory Fragments: lazy, source-bound code memory for AI coding agents
Type annotations for boto3 AgentRegistry 1.43.66 service generated with mypy-boto3-builder 8.12.0
Type annotations for boto3 AgentRegistryControl 1.43.66 service generated with mypy-boto3-builder 8.12.0
Permission-aware RAG: access control enforced in the retrieval query, not after it.
Python client SDK for Vexa AgentWall AI security gateway & firewall
Vigil — 运维 agent harness：记住整个平台，安全地动生产（拓扑表事实层 + runbook 程序层 + 权限矩阵纵深防御）
Plain-English observability for AI agents — live dashboards, replay, and one-line LangGraph auto-instrumentation, metadata-safe by default.
vLLM native KV-transfer adapter backed by kvblockd (KVConnectorBase_V1 + SecondaryTierManager)
Warpscale vLLM telemetry collector
Official Python SDK for Writ — drive the local writ-agentd daemon and Writ Cloud (scrape, map, crawl) from one client
Agent runtime with tool calling and state management
Messaging between concurrent AI coding sessions, across clients, over MCP. Zero infrastructure. (YAAC: Yet Another Agentic Chat.)
Adanos stock and crypto market sentiment tools for Haystack pipelines and agents
Placeholder reserving this name; see the project homepage.
Placeholder reserving this name; see the project homepage.
Canonical capability manifest schema + 3-step pre-delegation negotiation handshake with HMAC-signed manifests, capability diff, and TTL. Zero runtime dependencies.
Chaos engineering for autonomous AI agents
MCP service for permissioned, structured agent-to-agent communications
Installer for the cmdop CLI — one AI agent that can reach every machine you own
Record Claude Code and Codex work sessions as Markdown or Notion work diaries
FastMCP server that delegates work from Claude Code to OpenAI Codex CLI and Google Gemini CLI as headless subprocesses.
Eval framework for agent skills, across Claude Code, Codex CLI, Copilot CLI and OpenCode
A local-first task, evidence, and independent-review layer for AI coding runtimes
Agent runtime rule engine: tool ACL -> dangerous pattern -> constitution immutability -> identity continuity
Local-first safety scanner and incident report generator for AI coding agent workspaces.
Hierarchical SystemRDL 2.0 authoring reference for coding agents, packaged as an agent skill.
An email-like messaging platform for AI agents
A pre-execution, deterministic policy decision point for tool-using AI agents. Evaluate every proposed tool call against declarative policy and return allow / audit / escalate / deny.
MCP plugin that gives opencode agents tools for visual interaction (HTML forms, dashboards) with users
A modular agent system framework for learning and research