The best fastapi_mcp alternatives

TrendRadar

sansan0/TrendRadar

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

Choose TrendRadar if…

• GNU General Public License v3.0 suits your use better than MIT License
• you want the more widely starred option (63.4k)
• you want the more recently updated codebase
• you specifically need bark or data-analysis

Shares ai, llm, mcp, mcp-server with fastapi_mcp.

Auto-claude-code-research-in-sleep

wanshuiyin/Auto-claude-code-research-in-sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

Choose Auto-claude-code-research-in-sleep if…

• you want the more widely starred option (18.6k)
• you want the more recently updated codebase
• you specifically need ai-research or ai-tools

Shares claude, llm, mcp, mcp-server with fastapi_mcp.

hexstrike-ai

0x4m4/hexstrike-ai

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

Choose hexstrike-ai if…

• you want the more recently updated codebase
• you specifically need 0x4m4 or ai-agents

Shares ai, llm, mcp, mcp-server with fastapi_mcp.

ida-pro-mcp

mrexodia/ida-pro-mcp

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Choose ida-pro-mcp if…

• you want the more recently updated codebase
• you specifically need aiagent or binary-analysis

Shares ai, mcp, mcp-server, modelcontextprotocol with fastapi_mcp.

mcp

awslabs/mcp

Open source MCP Servers for AWS

Choose mcp if…

• Apache License 2.0 suits your use better than MIT License
• you want the more recently updated codebase
• you specifically need aws or mcp-client

Shares mcp, mcp-server, mcp-servers, modelcontextprotocol with fastapi_mcp.

klavis

Klavis-AI/klavis

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

Choose klavis if…

• Apache License 2.0 suits your use better than MIT License
• you prefer a smaller, narrower project to a large one
• you want the more recently updated codebase
• you specifically need agents or ai-agents

Shares ai, llm, mcp, mcp-server with fastapi_mcp.

code-graph-rag

vitali87/code-graph-rag

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Choose code-graph-rag if…

• you prefer a smaller, narrower project to a large one
• you want the more recently updated codebase
• you specifically need ast or claude-code

Shares ai, llm, mcp, mcp-server with fastapi_mcp.

excel-mcp-server

haris-musa/excel-mcp-server

A Model Context Protocol server for Excel file manipulation

Choose excel-mcp-server if…

• you prefer a smaller, narrower project to a large one
• you want the more recently updated codebase
• you specifically need automation or excel

Shares ai, llm, mcp, mcp-server with fastapi_mcp.

google_workspace_mcp

taylorwilsdon/google_workspace_mcp

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool

Choose google_workspace_mcp if…

• you prefer a smaller, narrower project to a large one
• you want the more recently updated codebase
• you specifically need chatgpt or claude-code

Shares ai, claude, llm, mcp with fastapi_mcp.

lamda

firerpa/lamda

Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.

Choose lamda if…

• you want the more recently updated codebase
• you specifically need adb or agents

Shares ai, mcp, mcp-server with fastapi_mcp.

headroom

headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Choose headroom if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (78.7k)
• you want the more recently updated codebase
• you specifically need agent or anthropic

Shares ai, cursor, fastapi, llm with fastapi_mcp.

codebase-memory-mcp

DeusData/codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

Choose codebase-memory-mcp if…

• you would rather work in C than Python
• you want the more widely starred option (48.0k)
• you want the more recently updated codebase
• you specifically need aider or ast

Shares cursor, mcp, mcp-server, windsurf with fastapi_mcp.