io.github.true-alter/mcp-ollama

Wraps local Ollama models so bulk generation runs on your own hardware, not a paid API.

io.github.cyanheads/secedgar-mcp-server

Query SEC EDGAR filings, XBRL financials, and company data through MCP. STDIO & Streamable HTTP.

io.github.Mnemosyne-OS/mcp

Persistent memory for AI agents, governed by the human and stored on their own machine.

io.github.cyanheads/openalex-mcp-server

Access the OpenAlex academic research catalog — 270M+ publications.

io.github.iFan6oy/sorqen

Sportsbook-derived no-vig fair value with confidence, provenance, and history over REST/MCP.

io.github.cyanheads/openstreetmap-mcp-server

Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data.

io.github.crisnahine/rails-ai-context

45 MCP tools give AI agents live Rails schema, routes, models, and conventions.

io.github.joshiii-xyz/basalt

Local SQL workspaces with bounded, recoverable writes for coding agents.

io.github.drain54/verify-api

AI infrastructure claim verification — pay-per-query via x402.

io.github.Anselmoo/mcp-server-analyzer

MCP server for Python, JavaScript, and TypeScript code analysis with Ruff, ty, Vulture, and Biome

io.github.uindow/uindow

Real signed-browser automation for AI agents, over a local stdio MCP server.

io.github.bugbug-io/mcp

BugBug skills and MCP workflows for AI agents

io.github.Khamel83/argus

Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.

io.github.Mangomunchr/farpy

FARPY routes GPU workloads to qualified compute and returns verified artifacts and receipts.

io.github.embedded-society/altium-designer-mcp

Lets an AI read, write and edit Altium Designer .PcbLib/.SchLib component libraries byte-exactly.

io.github.sheetrender/sheetrender-mcp

Render PDFs from templates and spreadsheet data via SheetRender, locally or at mcp.sheetrender.com

io.github.ligafew/apcs-pypi-package-verification

Fresh PyPI install/import evidence on Linux x86_64 / CPython 3.13.

io.github.musharna/jobd

Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.

io.github.ligafew/python-package-runtime-test

Test a Python package/version on a target runtime. Scoped Linux install and usable-import evidence.

io.github.superlcr/hs

Turn a script into a finished video with Huasheng: storyboard, narration, footage, export.

io.github.jmcentire/kindex

Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

io.github.industrial-aiops/iaiops

Governed OT data tap: 14 field protocols + cross-protocol RCA brain; audit + MOC gating.

io.github.SAIHM-Admin/saihm-mcp-server-pro

Enterprise-ready portable memory for AI agents: encrypted, shareable, provably erased. Join SAIHM.

io.github.ezumba/vanguard-memory-node

Local deterministic BM25 memory for AI agents. Offline-first, no API key, SHA-256 shards, stdio.