io.github.hiroshic9-png/japan-business-operations

Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.

io.github.david-steel/otp-mcp-server

Public MCP for OTP (orgtp.com). Query cross-org best practices, learnings, publishers, patterns.

io.github.bch1212/mcp-grantiq

Search US grants + federal contracts (Grants.gov + SAM.gov) from any LLM.

io.github.ashlrai/webfetch

License-first federated image search with attribution, dimensions, and download tooling.

io.github.Yercko/devilge

Android/KMM MCP server: logcat, ADB device control, Compose previews, network, Maestro flows.

io.github.olgasafonova/miro-mcp-server

Control Miro whiteboards with AI. 77 tools for boards, diagrams, mindmaps.

dev.quantrisk/mcp-server

Portfolio risk analytics — VaR, Monte Carlo, optimization, options Greeks, stress testing.

io.github.bch1212/modelwatch

Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.

io.github.SirinivasK/chron

Timestamped audit log for every AI conversation — stored locally in SQLite, owned by you.

io.github.sdeanesh-png/agentpay

Spending controls for AI agents: per-agent budgets, vendor allowlists, full audit trail.

io.github.smurfy92/openclaw-control-mcp

MCP server bridging Claude Code to the OpenClaw gateway management plane via JSON-RPC.

io.github.felixAnhalt/figma-to-code-mcp

LLM-optimized Figma MCP server.

io.github.KenosInc/dwf-mcp-server

MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer).

io.github.AnnasMazhar/pyspark-mcp

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

io.github.anthonyjbolo/mcp-fb-publisher

Safe Facebook Pages publishing with brand-voice, image-required & anti-duplication checks.

io.github.sundsoffice-tech/ai-audit-trail

Tamper-evident audit trails for AI agents — Ed25519-signed, hash-chained, EU AI Act ready.

io.github.Alberto-Codes/docvet

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

io.github.vktr93/reviewmetric

An MCP server connecting Claude to the Review Metric 15-agent scientific peer review pipeline.

io.github.levnikolaevich/hex-research-mcp

Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps.

io.github.Syronius/cryptair-mcp-server

Tamper-evident attestation tools for AI agents — on-chain receipts on Hedera Hashgraph mainnet.

io.github.lucatrevisanii/colpero-mcp

Query, navigate, and verify scenes on the Colpero spatial network from any MCP client.

io.github.wmeireles/migraflow-mcp

AI-powered database migration. Analyze schemas, generate SQL, calculate risks.

io.github.pubspro/pharma-mcp

MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guidelines.

io.github.dusk-network/pituitary

Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.