AI & Agents MCP Servers for Microsoft Copilot

Human-owned review for agent plans, rendered documents, Forms, research, and live previews.

Search public AI capabilities and coordinate approved work through Darwin's Search to Act interface.

Create and manage AI agents that collaborate and solve problems through natural language interacti…

MCP access to ELSHWORK agents, repositories, isolated runs, discovery and tasks.

Extracts structured fields (text, number, date) from free text.

Diagnose AI workflows for failure, security, and handoff risks — RED/AMBER/GREEN per node.

Deterministic preflight checks for credentials, fund transfers, writes, and prompt overrides.

12 synthetic coded claim exception cases: duplicate payments, policy-watch list entries, missing doc

Analyze images from multiple angles to extract detailed insights or quick summaries. Describe visu…

Pre-execution policy gate for consequential agent actions with durable trust receipts.

Does an MCP server work for a stock client? By registry name or URL. Tool drift too. Free, no key.

One key, every model: measured scores and live prices, routed per request to the cheapest fit.

Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqueness.

Access all your MCPBundles tools in one place. Unified hub for all enabled bundles.

Give Claude an honest self-model — behavioral tendencies built from evidence, not session memory. Mi

Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f

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

MCP server index: newest agent tools listed. $0.01/query. Register in-session — free testnet funds.

Eight tools an agent uses; ten more for operating your tenant. Patent pending.

Deploy, monitor, and manage your OpenClaw AI assistants via natural language.

Break down complex problems into clear, actionable steps. Adapt on the fly by iterating, revising,…