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CodeBook — 让不会写代码的人也能理解、诊断和修改软件产品。一键安装的 MCP Server。

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Rails-aware codebase indexer — MCP server for AI agents

Official Agent SDK for the Agentic Name Service (ANS) — orchestrates MCP tool calls across Gateway and Guardian for trilateral authentication

Super Product Manager MCP Server - AI-powered product document analysis. Bring your own template or use 30 built-in expert reviews for PRDs, roadmaps, and PM documents.

The shape-shifting MCP hub — morph() into any server at runtime. 3,000+ servers. No config. No restart.

Self-learning memory for AI coding agents — pattern detection, confidence scoring, auto-promotion via MCP

Stealth browser MCP server — anti-detection Chromium + snapshot-first AI agent interface

Standalone MCP server for the Mnemo platform — connects Mnemo memory to Claude Desktop, Claude Code, and any MCP client.

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

MCP server for the PensionPro API

Keel — CLI and MCP server for AI-driven crypto strategy development

[](https://glama.ai/mcp/servers/AliceLJY/recallnest) 📇 🏠 🍎 🪟 🐧 - Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini CLI). Hybrid retrieval (vector + BM25), cross-encoder reranking, knowledge graph with PPR traversal, session checkpoint/resume, and multi-scope isolation. Local-first with LanceDB + SQLite, zero external dependencies.

[](https://glama.ai/mcp/servers/giskard09/giskard-search) 🐍 🏠 - Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required. Self-hosted with phoenixd.

[](https://glama.ai/mcp/servers/webaesbyamin/agent-receipts) 📇 🏠 - Cryptographic accountability for AI agents. Ed25519-signed receipts for every MCP tool call — constraints, chains, AI judgment, invoicing, local dashboard.

API governance for AI coding assistants. Breaking changes, policies, cross-model context.

CMMN case management with 184 MCP tools for cases, tasks, workflows, billing, and AI agents.

MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format

Pine Script v6 documentation lookup, function validation, and linting for AI code generation

Official Model Context Protocol (MCP) server for FreeCustom.Email - AI-native email workflows