MCP servers for Microsoft Copilot

Prove real MCP clients can connect: 5-client x 3-IdP OAuth matrix with shim fixes.

Three-leg MCP OAuth remediation verdicts, proven behaviourally against a canary server.

Operation-level risk guidance for consolidated MCP tools, including schema drift and retry signals.

Structured web research tool for AI agents: search, fetch and shape web data into the JSON schema…

Weekly scans of MCP servers for availability and consistency, with a public dashboard.

Audits MCP tool definitions for patterns that make models call tools wrong or mis-fill args.

Unofficial TikTok API & scraper: creator analytics, video data, comments, search. x402, no API key.

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

New MCP servers on GitHub: discovery index. $0.01/query. Be born in one call — free testnet funds.

Audit websites for SEO, performance, security, accessibility and agent experience issues.

Real-time quotes, fuzzy search and K-line history across 13 global stock markets.

Search 100,000+ MCP servers ranked by real adoption data to find the right one for any task.

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

Your IMAP mailbox as an MCP server: read, search and (if you allow it) organize mail. Open source.

A statistical analyst in your AI chat: bring data and a question, get a citable, re-runnable report.

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

Search, vet & assemble MCP servers from your agent: verified tools, risk labels, and trust scores.

Resume the work, not the conversation. A checkpoint by one model is resumable by another.

Prices and rates that state when they were observed, so you know what you are trusting.

The on-chain facts you need in the seconds before you transact.

One public fact when you have no API key: where, what time, what rate. 31 lookups.