MCP ও টুল কলিং
headroomlabs-ai/headroom
Headroom is a local-first context compression layer that reduces token usage for AI agents by compressing tool outputs, logs, files, and RAG chunks before they reach the LLM. It offers library, proxy, and MCP server modes and claims to preserve answer accuracy while cutting tokens by 15-95% depending on workload.
★ 65K⑂ 4.9KPython
Apache-2.0Q98
এজেন্ট ও মাল্টি-এজেন্ট
potpie-ai/potpie
Potpie transforms a codebase and software development lifecycle into a living context graph for AI agents, indexing code, structure, decisions, source history, and team knowledge to enable context-aware coding, planning, and debugging.
★ 5.5K⑂ 642Python
Apache-2.0Q98
MCP ও টুল কলিং
oraios/serena
Serena is an MIT-licensed, Python-based MCP toolkit that provides AI coding agents with IDE-grade semantic code retrieval, editing, refactoring, and debugging capabilities through high-level symbol-level abstractions.
★ 27.6K⑂ 1.8KPython
MITQ98
এজেন্ট ও মাল্টি-এজেন্ট
firecrawl/firecrawl
An open-source web context API to search, scrape, and interact with the web at scale, converting web data into clean Markdown or structured JSON for AI agents and LLMs.
★ 161.1K⑂ 9.1KTypeScript
AGPL-3.0Q98
এজেন্ট ও মাল্টি-এজেন্ট
dataelement/bisheng
BISHENG is an open-source LLM application DevOps platform designed for next-generation enterprise AI applications, offering comprehensive features like GenAI workflow orchestration, RAG, Agent management, and enterprise-grade system controls.
★ 11.8K⑂ 1.9KPython
Apache-2.0Q98
এজেন্ট ও মাল্টি-এজেন্ট
promptfoo/promptfoo
An open-source CLI and library for evaluating, testing, and red-teaming LLM applications, RAGs, and agents. It enables side-by-side model comparison and vulnerability scanning with declarative configs and CI/CD integration.
★ 23.9K⑂ 2.2KTypeScript
MITQ98
এজেন্ট ও মাল্টি-এজেন্ট
openhands/openhands
A self-hosted developer control center for running, managing, and automating coding agents across local, remote, and cloud environments.
★ 83.1K⑂ 10.7KTypeScript
MITQ98
এজেন্ট ও মাল্টি-এজেন্ট
run-llama/llama_index
LlamaIndex is an open-source Python data framework for building LLM applications with private data, offering data connectors, indexing structures, and advanced retrieval interfaces. It is complemented by LlamaParse, an enterprise platform for agentic OCR, parsing, extraction, and indexing.
★ 51.4K⑂ 7.9KPython
MITQ98
এজেন্ট ও মাল্টি-এজেন্ট
mem0ai/mem0
Mem0 is an open-source memory layer for AI agents and assistants, enabling personalized, long-term memory across user sessions. It provides multi-level memory retention, hybrid retrieval, and temporal reasoning through Python and npm SDKs, a self-hosted server, or a managed cloud platform.
★ 62.5K⑂ 7.3KPython
Apache-2.0Q98
MCP ও টুল কলিং
agentscope-ai/agentscope
A production-ready, easy-to-use agent framework designed to leverage the reasoning and tool-use abilities of increasingly agentic LLMs without constraining them with strict prompts or opinionated orchestrations.
★ 28.6K⑂ 3.3KPython
Apache-2.0Q98
এজেন্ট ও মাল্টি-এজেন্ট
langbot-app/langbot
An open-source, production-grade platform for building and deploying AI-powered instant messaging bots across multiple platforms.
★ 17.2K⑂ 1.5KPython
Apache-2.0Q98
এজেন্ট ও মাল্টি-এজেন্ট
simstudioai/sim
Sim is a central intelligence layer and workspace for building, deploying, and orchestrating AI agents and workflows, offering both a cloud-hosted platform and a self-hosted solution.
★ 29.3K⑂ 3.8KTypeScript
Apache-2.0Q98