AI & Agent Tools MCP Servers

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

AI agent real-name identity: SM2 keypair, QR real-name link, SD-JWT VP generate/verify.

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

Trustworthy Postgres plus pgvector memory for AI agents.

Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more

Kubernetes visibility for AI agents: query workloads, events, logs, topology, and Helm releases.

Reverse engineer anything from your terminal or agent with one CLI and MCP server.

Deterministic context packing for AI coding agents; measured 83% fewer input tokens, local.

Snapshot tests and CI for agent workflows: record a run, replay it at 0 tokens, diff for drift.

Persistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph.

Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context.

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Turn real-estate listing photos into property videos from your AI assistant.

Clean raw HTML into LLM-ready text before agents spend tokens.

Lets Claude drive your REAL mouse, keyboard & screen — works in your own logged-in apps.

Solana token-launch verification for AI agents — deterministic, replayable, returns 'unknowable'.

FinCEN/SEC/EU AI Act/GDPR deadline tracker for AI agents.

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

Rails development skills, docs, and workflows exposed through MCP stdio.

Consequence evaluation for AI agents. Check recoverability before destructive actions.

Play provably fair games with real SOL wagering from any AI agent

Auto-detects and obfuscates PII (IPs, emails, API keys, names) so Claude never sees real client data

MCP relay server for Claude Desktop <-> Claude Code communication

Edit SSRS reports using AI - simple tools to read and modify RDL files