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Jcodemunch Mcp (by jgravelle)

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

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Codex Pooler (by icoretech)

The full featured self-hosted Codex gateway, for teams, agents and you

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Agent Memory Bridge (by zzhang82)

Persistent engineering memory for coding agents over MCP.

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Agentic Ai Video Production (by brajendrak00068)

Prompt-first autonomous AI video editor over MCP: auto-captions, motion graphics, silence cuts, reframing, and multi-platform MP4 export.

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Wikipedia Agent (by Zile1147)

Query Wikipedia ZIM archives offline with a hybrid RAG system using Llama.cpp. Build local indexes for private, internet-free knowledge retrieval.

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Matcha (by plumpslabs)

🍵 Deliberate engineering guidelines & deterministic lifecycle safety hooks to enforce planning, prevent bloat, and block dangerous commands in AI coding agents (Claude Code, Cursor, Windsurf, Cline).

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Cma (by lluvr)

Executable compound practice loop: capture failures and decisions, surface them at the moment of action, and measure whether warnings prevent repeats. Bash CLI + MCP server.

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Ads Mcp (by NicholasFontana55)

MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads. 100+ tools for campaign creation, performance analysis, keyword research, and budget optimization. Works with ChatGPT, Claude, Gemini CLI, Cursor, Codex, and Windsurf.

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Sessionmem (by catfish-1234)

Local-first MCP memory layer for AI coding assistants; persistent cross-session memory, stored entirely on your machine

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Memory Engine Mcp (by SimoneB79)

Living memory system for AI assistants — SQLite + MCP with decay, learning, and knowledge graph

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Doubao Style (by Time0ut575)

A Trae Skill that switches the assistant to Doubao-style conversational tone — third-party, not affiliated with ByteDance

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Ma Provider Mcp (by trudenboy)

FastMCP server for Music Assistant — control MA from Claude Code, Codex, Cursor, and other AI agents