io.github.jaimenbell/rails-mcp

Default-deny action registry, append-only spend ledger, and human sign-off audit trail (MCP tools).

io.github.jaimenbell/vllm-ops-mcp

Read-only ops/health MCP server for a local vLLM instance: health tiers, GPU/VRAM, service status.

io.github.jaimenbell/bus-mcp

MCP server fronting a self-hosted coordination-bus HTTP API: post/read/claim/release/heartbeat.

io.github.jaimenbell/github-mcp

MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated.

io.github.Lykhoyda/ask-llm

Unified MCP server — auto-detects Gemini, Codex, Claude, Ollama, and Antigravity providers

io.github.Lykhoyda/ask-antigravity

Bridge Claude with Google's Antigravity CLI (agy) for code review and second opinions

io.github.jaimenbell/desktop-mcp

Windows desktop-control MCP server: screenshot, window mgmt, mouse/keyboard input, recording.

io.github.Lykhoyda/ask-ollama

Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local

io.github.Lykhoyda/ask-claude

Bridge Codex and other MCP clients with Anthropic Claude Code CLI for read-only second opinions

io.github.Lykhoyda/ask-codex

Bridge Claude with OpenAI Codex CLI for AI-to-AI collaboration, code review, and second opinions

io.github.pencilink/pencil

Manage tasks, projects, roadmaps, files, meetings, and team workflows with AI tools.

io.github.ProvarTesting/provar

Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate, and run tests.

io.github.jonny-1812/corebee

Run AI customer support from your terminal: conversations, knowledge base, and chat widget.

io.github.SPAZIO-GENESI/attest-mcp

Free proof-of-existence attestation for digital files, MCP tools for the imgauth service.

io.github.askuma/workflow-generator

Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.

io.github.adigold/tracktag-mcp

AI music analysis for agents: BPM, key, genres, moods, instruments and 35+ tags per track.

io.github.clearcheck-uk/voltix-mcp

DeFi intelligence for Claude: whale tracking, alpha signals, yields, token safety. USDC on Base.

io.github.SaravananJaichandar/world-model-mcp

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

io.github.FedgeNo/conventions-mcp

Memory for coding conventions and standing instructions that persists across sessions.

io.github.mironovisa/datamcp

PostgreSQL, MySQL, OpenAPI/Swagger, and shared Agent Memory with scoped access.

io.github.matisdsp/fartlek

A coach's morning report from your Garmin data, for any LLM via MCP.

io.github.fathyshalaby/specky

Turn raw customer feedback into evidence-cited specs (free, no key) plus 16 PM tools.

io.github.malkreide/swiss-holidays-mcp

Swiss school & public holidays, 26 cantons, by Schulart (OpenHolidays + Nager.Date)

io.github.lucasmella-stack/mismem

Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)