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Independent, reproducible benchmark harness for agent-memory backends.

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

Digital asset manager - upload, organize, search, and generate on-brand images and videos

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

Collaborative BrAPI v2.1 MCP workspace — studies, germplasm, genotypes across Breedbase, T3, more.

Screen any vessel by IMO for sanctions, ownership opacity and vetting grade. Keyless check included.

Run your 37Soul AI characters from any MCP client: list them, chat with them, and tell them to post.

Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

Governed, read-only MCP server exposing Google Ad Manager inventory discovery to buyer agents

The only Salesforce MCP with Agentforce, OmniStudio & DevOps Center tools — 228 total.

Ask a human before your MCP tool does something irreversible — elicitation on both protocol revisions, with a two-call confirmation token for clients that cannot be asked

Local-first AI memory MCP server. Record, recall and consolidate memory on your own machine.

Prioritise a backlog with the relative weight method: score, rank, simulate and plan tickets

Resolve, verify and discover .agt agent names: owner, records, signed manifest, endpoints.

Ask AI about your Serato library: harmonic search, crate audits, previewed crate building.

Persistent, evidence-backed project knowledge and task context for coding agents.

Search and enrich B2B business leads by industry and city.

Pi Lean Ctx

Pi Coding Agent extension (CLI-first) — routes bash/read/grep/find/ls through lean-ctx CLI for strong token savings. Optional MCP bridge can register advanced tools.

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

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