MCP
Everything relevant to MCP servers: installation, usage, custom SKILL files, optimization, development with MCP servers
Compare URL delivery, signed uploads, vendor skills and MCP servers, then add live access only when the agent’s task requires it.
Cloudinary's Asset Management MCP server: asset CRUD, search expressions, transformation URLs, folders, tags and deletion controls.
Separate missed calls, server rejections, API failures, rate limits, and truncated results, then reproduce the exact request through REST.
List an MCP server's resources, select the URI that belongs in context, read it, and handle text or binary content by MIME type.
What the Environment Config MCP server changes, why shared presets and transformations have broad reach, and what reviewers need to record.
How MCP 2026-07-28 removes handshake and session state, makes requests self-describing, and keeps application state explicit.
How MCP clients request contextual suggestions for prompt and resource-template arguments, and why suggestions provide neither authorization nor validation.
How MCP clients and servers declare optional features, enforce directional boundaries, and use nested flags for change notifications.
Separate Cloudinary MCP credentials by product environment and block writes when the runtime identifier does not match the intended target.
Build an MCP form request, validate its restricted schema, handle every outcome, and keep passwords, tokens, and other secrets out.
How MCP URL elicitation keeps OAuth credentials, payment details, and other secrets outside the client while preserving consent and completion tracking.
How MCP clients and servers advertise extensions, gate behavior on mutual support, and design versioned third-party contracts with a core fallback.
How MCP headers let gateways route Streamable HTTP requests while servers enforce agreement with the JSON-RPC body.
Implement secure MCP session creation, propagation, recovery, and termination for clients and servers using Streamable HTTP.
How MCP servers attach optional icons to tools, resources, resource templates, and prompts without changing capability behavior.
How an MCP client and server exchange versions, capabilities and implementation details before normal protocol requests begin.
Tell MCP protocol errors from tool failures by inspecting the JSON-RPC envelope, request ID, error code, data, and isError flag.
Configure MCP log levels, emit schema-correct notifications, separate them from transport output, and redact sensitive payloads.
Implement MCP 2026-07-28 multi round-trip requests with safe retries, opaque state, elicitation handling, and replay protection.
Build an MCP scope challenge flow that starts with limited access, explains step-up consent, handles denial, and retries safely.
Configure Origin checks, loopback binding, authentication, and tests for browser-accessible MCP Streamable HTTP endpoints.
Add progress tokens to MCP requests, emit correlated notifications, keep values monotonic, and handle totals, timeouts, and completion correctly.
Define MCP prompt arguments, validate every prompts/get request, and use completion without treating suggestions as enforcement.
How MCP clients discover server-provided prompts, supply arguments, and receive role-tagged messages without invoking tools or selecting context.