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Deterministic cross-branch conflict detection for AI coding agents

Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigate, screenshot.

Free financial data: company analysis, DCF, comps, benchmarks, screening. No API key.

Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics

Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights.

Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.

AI agent observability with deterministic record/replay for debugging agent failures.

Wraps the AgenticWorkspace CLI as a single generic MCP tool for repo workspace scans.

BYOK Reddit/YouTube research CLI with a tamper-evident audit log and an MCP server.

Signs, hash-chains, and verifies compute usage receipts via an MCP server, no issuer trust required.

Wraps the ContinuityGuard CLI as a single generic MCP tool for video-clip continuity scans.

Evaluates whether an AI agent is safe to operate internal web apps via an MCP run_suite tool.

AI quoting agent for electronics distributors. RFQ in, quote out via MCP tools.

Wraps the evolveguard CLI as a single generic MCP tool for agent-skill file safety checks.

Wraps the fpp CLI as a single generic MCP tool for freelancer client payment-risk checks.

Mines git history for file co-change patterns into a queryable knowledge graph via MCP.

Fail-closed deterministic checks and hash-chained receipts for AI agent outputs via MCP.

Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.

Zero-config SEO and GEO checker: 21 technical-SEO and generative-engine checks for a live site.

Wraps the MasteryTrace CLI as a single generic MCP tool for skill-mastery tracking.

Independent, reproducible benchmark harness for agent-memory backends.

Traces which neurons and attention heads drive a language model's output via MCP tools.

Wraps the ownvoice CLI as a single generic MCP tool for voice/identity checks.

Verifies Ed25519-signed attestation records and builds audit reports via MCP tools.

Manage podcast guest pipeline, outreach drafts, and analytics via 5 MCP tools.

Scans datasets/models for PII/secrets, redacts, and packages a public-release bundle via MCP.

Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.

Security scanner for third-party AI agent-skill files (SKILL.md, hooks, scripts) via MCP.

Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output.

Append-only event log for cross-agent context/memory sharing via 3 MCP tools.

Multi-agent context sharing, memory, and status coordination via MCP tools.

Wraps the taskswarm CLI as a single generic MCP tool for multi-agent task coordination.

Compares AI coding tool spend before and after a migration via MCP tools.

Scans self-hosted multi-tenant AI-agent platforms for tenant-isolation gaps via an MCP tool.

Verifies token/cost savings claimed by AI context-reduction proxies via MCP tools.

Wraps the toolgovern CLI as a single generic MCP tool for agent-tool policy validation.