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.
Stop AI coding agents from rediscovering large TypeScript/Node repos. Madar compiles task-aware local context packs from what runs for this task.
Clear Thought MCP server with modular architecture - 38 reasoning operations for systematic thinking
MCP server that maps function and component dependencies in Haskell and ReScript codebases — built to help LLMs trace affected code flows for test generation.
Localization as code — CLI and SDK for i1n
Token-efficient browser automation for AI agents. Local MCP server + CLI: compressed page snapshots, batched actions, forensic failures.
Ship agentic. Stay coherent. Self-checking code integrity for AI coding agents, in the loop via MCP.
Structural code intelligence for AI agents. Dead exports, circular imports, dependency graphs, reports, and MCP-ready analysis.
Encrypted MCP proxy with mutual authentication. Local MCP server forwards requests through an encrypted channel to a remote secrets-holding server.
Expose the official macOS Computer Use tools directly to Pi and MCP clients without a nested model.
Persistent, compact project memory for AI coding agents — an npm library, CLI, and MCP server that stores a small structured map of your repo so agents stop re-reading the codebase every session.
MCP server for Iconify
Context synchronization layer for AI coding agents — ensure project continuity and eliminate memory drift automatically.
Language Server Protocol implementation for SysML v2, powered by ANTLR4
Local-first MCP server that snapshots your project's working state (files, git, Notion, local-LLM summary) into a structured context object for any MCP client.
Full-featured Yuque MCP Server — 62 fine-grained tools covering the entire Yuque OpenAPI
MCP server that gives AI agents eyes on your terminal — PNG screenshots, visual diffs, GIF recording, and full keyboard/text interaction
Wuniq MCP server. Requires the free Wuniq desktop app. A knowledge engine that keeps decisions, constraints and intent beside your project files, readable by any MCP-enabled AI.
MCP server that wraps Xcode command-line tools for iOS/macOS development workflows
MCP server wrapping Anthropic Claude Code CLI as tools
Enhanced Model Context Protocol server for Frappe Framework with comprehensive API instructions and helper tools
Cleanor MCP server for AI builders: optimize/convert images, cited storage & image-format data, QR codes, and deterministic dev utilities (hash, uuid, base64, jwt decode, json, color, slugify, count) LLMs get wrong. Run locally over stdio, or use the host
RPG-Encoder — semantic code graph for AI-assisted code understanding
Security-first MCP server. Sanitizes web content before it reaches your LLM — strips prompt injection, redacts PII, and reduces token consumption by up to 70%.
Minimal local RAG MCP server: semantic search over your markdown docs, embeddings via Ollama, nothing leaves your machine.