MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
Source code AST analysis tool for AI context generation — unified multi-framework knowledge graph
Embeds your codebase and makes it available for quick LLM lookups via MCP.
Graph-intelligent, token-efficient code navigation for AI assistants. Surgical reading, execution flows, risk scoring, and micro-metadata rendering.
An MCP server that indexes local code into a graph database to provide context to AI assistants.
Fast semantic code search for AI agents — find symbols, references, and callers across any codebase
AI-powered software development automation toolkit using Claude Code CLI and MCP servers for intelligent code analysis, testing, and implementation workflows
codereview buddy helps your AI agent interact with AI code review--smoothly!
MCP server for intelligent log file analysis and debugging assistance
MCP server with 23 tools for structured code understanding via tree-sitter
MCP server for delegating tasks to Codex CLI subagents
Local stdio MCP delegation server that routes Claude-orchestrated tasks through codex exec
MCP server that provides agent capability backing by codex CLI
Parallel Codex MCP server with live task monitoring, batch wait, and full flag parity
Lightweight semantic code search engine — hybrid vector + FTS + AST graph + regex fusion + MCP server
Multi-agent orchestration with loop prevention, contribution scoring, and MCP integration
AI co-pilot for VFX artists using ComfyUI: 134 MCP tools across 6 swappable LLM providers (incl. any OpenAI-compatible endpoint), zero-LLM artist recipes, a default-deny safety gate, reversible LIVRPS edits, EXR-aware vision, workflow.lock provenance, and durable cross-session learning.
MCP server exposing commit-check validation tools
Cross-platform MCP server for computer automation and control
Model Context Protocol Server via Cross-Platform (Mac & Windows) Split Screen Functions
Multi-model panel orchestration engine with an MCP adapter. The engine (consult.*) is MCP-free and usable as a library; the MCP adapter (consult.mcp.*) is an optional extra.
MCP server that hosts isolated Strands AI agents in Docker containers
Local-first MCP server that turns source repositories into compact AI-agent context: project overviews, repo maps, dependency graphs, architecture notes, and validation reports.
Local-first CLI and MCP server for AI coding context — minimum useful context, maximum agent performance
Unified local search and indexing for Claude and other AI tools