AI agent starters · Rank #6
AgentChat
Grade A: derived only from the two verdicts below. How grades work
AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。
Why this verdict
How we check →- 30 commits by 6 contributors in the last 90 days (24 in the last 30). receipt ↗
- On current major: LangChain. receipt ↗
- Not counted in verdict: FastAPI 0 → 0. receipt ↗
Snapshot: commit d33ae2e on main, checked 2026-10-19 06:43 UTC. Receipts link to files at this exact commit.
Dependency freshness
| Package | Declared | Latest | Status |
|---|---|---|---|
| FastAPI fastapi | 0.121.0 | 0.146.0 | Behind, not counted |
| LangChain langchain | 1.2.15 | 1.4.6 | Current |
Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.
What's in the stack
- Framework
- FastAPI
Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.
What the README says you get
- APITools and MCP
使用内置工具、导入 OpenAPI，或连接 SSE / Streamable HTTP MCP 服务
- DataSQLite default
首次运行可以使用 SQLite、内存缓存、本地文件和 Chroma
- DataMySQL switch
切换 SQLite / MySQL
- OtherRedis cache
使用 Redis
- OtherMinIO / OSS storage
使用 MinIO / OSS
Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote; 9 unverifiable items were discarded. A README claim is the maker's description, not something we tested.
Watch AgentChat
Get told if it goes dormant, gets archived, falls further behind on a core dependency, or changes its license or price.
History
Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.
Show as a table
| Date | Maintenance | Dependencies | Commits (90d) |
|---|---|---|---|
| Oct 19, 2026 | Active | Current deps | 30 |
| Oct 12, 2026 | Active | Current deps | 10 |
| Sep 29, 2026 | Steady | Current deps | 6 |
Sources
Every claim on this page comes from these public records, checked . Open them to verify.
- Commit history ↗ default branch (main) at the checked commit: pulse, contributors, last commit
- Releases ↗ latest release
- src/backend/pyproject.toml ↗ declared dependency versions and stack (at commit d33ae2e)
- src/backend/requirements.txt ↗ declared dependency versions and stack (at commit d33ae2e)
- README ↗ quoted features at the checked commit
- PyPI ↗ latest versions of Python packages (each linked in the table above)
Maintainer? Add the badge
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[](https://kitproof.dev/kits/agentchat/)