MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
Context engine for large codebases, exposed through MCP. Gives AI coding agents precise repository context; benchmarked at frontier-agent quality with ~25x lower model cost and 45% fewer tokens with s
DockerMIT★ 90Needs a key
OpenAI Codex CLI in a Docker image built on aicodebox, with an HTTP API, an OpenAI-compatible endpoint, an MCP server, a Telegram bot and a cron scheduler, in minimal or full-toolchain variants.
DockerWTFPLFew starsNo key
A local multi-turn conversational memory system purpose-built for coding agents
DockerMIT★ 1Few starsNo key
MCP server to ensure code best practices for various programming languages and use cases
MCPLink onlyFew stars
Claude-compatible dynamic workflow runtime and MCP server for interchangeable agent providers
DockerMIT★ 4Few starsNeeds a key
Local-first MCP server for Apple Ads Platform API v1 with typed, receipt-gated campaign operations.
DockerMIT★ 6No key
Free MCP and Python research tools for AI finance and trading agents: funding, bank risk and liquidity evidence, persistent sessions and source-status streams.
DockerMIT★ 1Few starsNo key
MCP server for Salt (saltapp.ai): chat, pay and hire with humans and AI agents. Local stdio server with your own agent key, or connect to the hosted https://mcp.saltapp.ai/mcp over OAuth with no key a
DockerMIT★ 1Few starsNeeds a key
SAST intelligence for AI agents. Complexity, hotspots, blast radius, and tech debt analysis over MCP.
DockerApache-2.0★ 20No key
Secure PostgreSQL Administration & Observability with Code Mode— True V8 Isolate Sandbox Replacing 278 Specialized Tools for up to 90% Token Savings. Includes Tool Filtering, Payload Optimization, HTT
DockerMIT★ 12No key
Critical Path Method planner as an MCP server: schedules task graphs (slack, critical path, resource levelling, Monte Carlo), leases lock-aware parallel cohorts to agents, versions plan-as-code varian
DockerApache-2.0Few starsNo key
Self-hosted Obsidian-compatible markdown vault with a first-class MCP server for AI agents.
DockerMIT★ 3Few starsNo key
Local-first, code-aware engineering cognition for AI coding agents - persistent memory, contextual retrieval, and continuous cognition about your codebase.
DockerMIT★ 3Few starsNo key
Self-host your Obsidian vaults: a web UI for you, MCP for your AI agents. No Obsidian, no plugins required.
DockerAGPL-3.0★ 59No key
Guarded MCP tools for AI-assisted mobile build, Appium testing, security scanning, verification, and fix-retest loops.
DockerMIT★ 11No key
Unified Go MCP server for AI media generation via Google Gemini API and Vertex AI
DockerApache-2.0★ 10No key
Minimal Go MCP toolkit on the official go-sdk — stdio, HTTP, SSE; tools, resources, prompts; struct-derived JSON Schema; ~5MB static binaries.
DockerMIT★ 1Few starsNo key
Out-of-band code annotations for AI agents and humans. Keeps the why next to the code without putting it in the code.
DockerAGPL-3.0★ 1Few starsNo key
Multi-forge git repository organiser & MCP server for AI coding agents. Clones & structures repos from GitHub, GitLab, Gitea, Forgejo, Codeberg & Bitbucket by visibility & language, with fast cross-re
DockerGPL-3.0★ 1Few starsNo key
Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok, Gemini, Codex, Cursor, OpenClaw, and any MCP client. One Rust binary; SQLite or PostgreSQL + Apache AGE + pg
DockerApache-2.0★ 54No key
Who stands behind it
