AI / ML MCP Servers

Real-time web search for AI agents: ranked results, source URLs, and optional AI answers.

Scaffold, compose, and upgrade modern multi-language projects as a native tool for AI agents.

Keychain-backed secret broker: an AI agent can use your keys, but no tool ever returns one.

Tanilo checks the premise before an AI agent acts.

Curated index of 221 AI tools across 21 industries. Search by use case, department or pricing tier.

AI visibility for your account: the full audit, a weekly watch, your audits, a licence.

Commit-time policy checks for AI agent writes (ALLOW/DENY/STEP_UP) with a tamper-evident audit log.

Ouroboros

Pins an acceptance spec; the verify command and expected output never enter the success contract.

Give your AI agent a persistent map of your project's structure, dependencies, and bugs.

Risk limits and an audit log for AI agents trading Hyperliquid, enforced outside the model.

49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero config.

Knowledge-graph memory server for AI tools via MCP

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.

Local Talkform schemas, bundled interview templates, and config validation for AI agents.

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

Sends the same prompt to multiple LLM providers in parallel and returns a divergence score via MCP.

Minimal stdio MCP server for parallel task execution by AI agents.

Search Japanese Diet bills and meeting transcripts (NDL Kokkai API) with source attribution.

Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.