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.
MCP server that gives vision and image generation capabilities to text-only LLMs, running 100% locally
The External Brain for AI Coding Agents — see what your LLM can't see. Provides instant, structured intelligence about your entire codebase without reading files into the AI's context window.
MCP-native release confidence control plane for web apps
A local-first multi-source RAG MCP server — search across Obsidian vaults, Git repos, and PDFs from Claude / Cursor / Claude Desktop.
Context engineering for AI agents — persistent memory, knowledge graph, affect tracking, and MCP server. Single SQLite file, zero LLM cost.
Persistent memory MCP server for AI agents — 13 tools, semantic search, knowledge graph, on-device SQLite
Brainstem — local-first knowledge backend for AI agents. Connect any MCP host (Claude Code, Cursor) to an Obsidian-compatible wiki with indexed retrieval, token-budgeted recall, and secure ingestion.
MCP for Unity Server: A Unity package for Unity Editor integration via the Model Context Protocol (MCP).
Multi-client debug-probe broker MCP server — session lifecycle, probe operations, ITM/SWO trace, and lane supervision over three concurrent transports
MCP server for Bruno API collections
Guard your dependency bumps: an MCP server that tells your AI agent exactly which parts of YOUR code break when you upgrade a dependency, and verifies AI-written code against the API that's actually installed — by static analysis, never by running third-party code.
Knowledge-lifecycle MCP: distill agentsync + context-keeper events into memory, recall across projects, promote local -> team -> org
A server that exports Camel toolkits as MCP-compatible tools
Browser automation MCP server that does not get blocked, backed by Camoufox anti-detect Firefox
MCP server for persisting learnings from Copilot conversations - no API key required
A Model Context Protocol server for Canvas LMS integration
Declarative MCP server for the Cartograph widget library
Persistent memory, self-evolving playbooks, and sandboxed REPL for AI agents
MCP server for AI agents — structured code analysis that cuts token usage by 87%
Persistent code-knowledge memory across AI chat sessions (MCP server)
Local code graph for AI coding agents. Indexes your repo into an embedded graph DB (DuckDB by default, Kuzu opt-in) plus SQLite FTS, exposes 30+ MCP tools to Claude Code, Cursor, Codex, and Gemini. Federates across sibling repos.
Code knowledge graph over MCP: compact, token-budgeted context for AI coding agents
Charles Proxy MCP server with live capture, structured traffic analysis, and agent-friendly tool contracts
Test impact analysis and code intelligence for LLM agents