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mnemo - a zero-dependency memory layer and MCP server for AI agents: value-ranked recall, per-type decay, consolidation, and a first-class correction + erasure channel (revert, lineage-aware retraction, tamper-evident receipts).

AI-agent self-rescue via MCP: diagnose tracebacks, apply exact fixes, and save/upload reusable prescriptions

MCP server for Meta Council — multi-expert AI decision intelligence

HwpForge MCP Server — macOS Apple Silicon binary

HwpForge MCP Server — macOS Intel binary

HwpForge MCP Server — Linux x64 binary

HwpForge MCP Server — Linux ARM64 binary

PDA Kit MCP Server - 让 AI 轻松使用 PDA Kit 设计系统

WeData-first data asset MCP server launcher.

HwpForge MCP Server — Windows x64 binary

Claude Code plugin: 設計は brainstorming→writing-plans、実装委譲は Codex (herdr + /goal) という開発運用ルールを hooks とスキルで配布する

MCP server exposing the GPTaria REST API v1 (list/create projects, responses & cases) to AI assistants.

MCP server for Japanese labor and social insurance primary-source evidence

kata adapter for Claude Code (CLAUDE.md, .mcp.json)

[](https://glama.ai/mcp/servers/alex-on-ai/WebReaper) #️⃣ 🏠 🍎 🪟 🐧 - AI-native web scraper MCP server. Single binary, returns clean markdown, MIT-licensed Firecrawl alternative.

[](https://glama.ai/mcp/servers/lespaceman/agent-web-interface) 📇 🏠 🍎 🪟 🐧 - Token-efficient browser automation for LLM agents: semantic page snapshots and stable element IDs instead of raw DOM or screenshots, driving Chrome over CDP.

[](https://glama.ai/mcp/servers/Aleksey-Panf/b2b-enrichment-mcp) 🐍 ☁️ - B2B lead enrichment server integrating Hunter.io and Apollo APIs. 9 tools for email discovery, domain search, company data, and contact verification.

[](https://glama.ai/mcp/servers/jiezeng2004-design/safe-bifrost) 📇 🏠 🪟 - Local-first MCP safety and verification layer for AI coding agents with workspace confinement, command allowlists, scope-violation detection, and auditable task evidence. Install: `npx -y [email protected]`.

[](https://glama.ai/mcp/servers/Perseus-Computing-LLC/perseus) 🐍 🏠 🍎 🪟 🐧 - Local-first live context engine and MCP server. Pre-resolves git, services, tests, and memory into a ready context briefing at session start (compile-before-context). MIT, PyPI: perseus-ctx.

[](https://glama.ai/mcp/servers/sebastienrousseau/rlg) 🦀 🏠 🍎 🪟 🐧 - **Log-stream tools for on-call / SRE agent workflows** — expose `rlg` (RustLogs) log files as MCP tools. Three tools: `tail_log` (last N events, filtered by level/target), `filter_log` (JSON-path-style predicates), `summarize_errors` (grouped error taxonomy). Speaks JSON-RPC 2.0 over stdio; near-lock-free structured lo