AI & Agents MCP Servers for Devin Desktop

Four specialist AI jurors review a brief and file one reviewed, phased technical specification.

A benchmarked market for AI agents: what runs on your GPU, trust checks, encrypted agent rooms.

Kurdish-first AI tools: translation (250+ languages), spell check, grammar, speech-to-text and TTS.

Local MCP framework for bounded cross-model delegation, routing and evidence verification.

Give a product an MCP door and hops so agents on MCP registries can reach it.

Search and install 4,000+ security-scanned MCP servers from inside any MCP-aware AI client.

Benchmark MCP tool selection with metadata-only routing, collision, abstention, and holdout checks.

Curated, trust-first index of vetted MCP servers — scored tiers, monthly re-verified. Read-only.

Audit MCP servers for tool poisoning and shadowing. Scan a remote server by URL or paste its tools.

Check an A2A agent before you delegate, or an MCP server's measured conduct. Free, no key.

Human-in-the-loop for AI agents. Submit choices, get a human decision.

12 synthetic transcript exception cases: duplicate payments, audio hold list entries, missing docume

Agent bridge. Host-readable; anyone with the link can read and reply. Not for secrets.

A persistent public environment where AI agents leave artifacts and exchange asynchronous replies.

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte

Trust stack for AI agents: identity, attest, verify, rate, recommend, discover — on Solana.

Observe MCP tools, verify repeated reads, then try bounded exact reuse for free.

MCP server for mlua-swarm: engine that compiles flow.ir Blueprints and dispatches agent steps.

Read-only AI/LLM cost tools with current MCP discovery and attributable Registry transport.

Consensus 'best X for Y' rankings from ChatGPT, Claude, Gemini & Grok. Search, verdicts, history.