MCP server · Instill AI

Instill Core Developer Platform (docs MCP server)

ReadMe-hosted MCP server attached to the Instill Core developer docs (docs.instill-ai.com). It exposes the published API reference (list/search/get endpoint) plus a generic execute-request tool that sends a HAR request to the Instill Core API. It is a docs/API-reference server, not a purpose-built product tool server. Its docs pages (https://instill-ai.readme.io/docs/mcp.md and the changelog entry "MCP is now live for Instill Core docs!") are listed in llms.txt, but on 2026-10-09 they returned 404 or a 429 anti-bot page.

Open endpoint → Instill AI provider profile

One-click install for Cursor, VS Code, Claude, and 20+ other MCP clients, powered by API Commons MCP Install — visit install.apicommons.org for more information.

Provider: Instill AI Type: Hosted endpoint Transport: Host: docs.instill-ai.com

Endpoint

https://docs.instill-ai.com/mcp

Hosted endpoint · transport

Connect

This is a remote MCP server — point an MCP client at the endpoint URL. Clients with native remote support (Claude, Cursor, VS Code, …):

# mcp client config (e.g. .mcp.json / mcp settings) { "mcpServers": { "instill-ai": { "url": "https://docs.instill-ai.com/mcp" } } }

For stdio-only clients (older Claude Desktop, etc.), bridge with mcp-remote:

# Add to claude_desktop_config.json { "mcpServers": { "instill-ai": { "command": "npx", "args": ["-y", "mcp-remote", "https://docs.instill-ai.com/mcp"] } } }

If the server requires authentication, add the provider's token/header (e.g. an X-API-Key) per its docs. A quick reachability check:

curl -i -X POST https://docs.instill-ai.com/mcp \ -H "Content-Type: application/json" -H "Accept: application/json, text/event-stream" \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Tool quality observed · not scored

100.0%
tools with readOnly / destructive hints

100.0%
parameters described (4 total)

0
state-changing tools without destructiveHint

863
tool-list tokens (5 tools)

0
tools over ~1,200 tokens

From an anonymous initialize + tools/list capture measured 2026-10-27; tokens are chars/3.6 of each tool definition. Recorded for the Kin Score's agent readiness as an observed signal — it contributes no points yet.

Tools

list-endpoints — Lists all API paths and their HTTP methods with summaries, organized by path. Results can be passed directly into 'get-endpoint'.
get-endpoint — Gets detailed information about a specific API endpoint, including security schemes and servers
search-endpoints — Performs a deep search through paths, operations, and parameters to discover relevant API endpoints. Use this tool to find specific API capabilities, required parameters, or data models based on search keywords. Results can be passed directly into 'get-endpoint'.
execute-request — Executes an API request with a given HAR request object.
get-server-variables — Gets the server variables for each server within a specific OpenAPI spec.

About MCP

The Model Context Protocol (MCP) is an open protocol Anthropic introduced for connecting LLM-based agents to external tools and data sources. Providers publish MCP servers that expose their API surface as structured, discoverable tools — an MCP-compatible client (Claude Desktop, Cursor, Cline, Continue, etc.) can connect to the server and call its tools without any per-provider integration code.

Browse every MCP server on the APIs.io network or compare with the broader Agent Skill surfaces of the same providers.

Work with this as data

Every MCP server here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for mcp servers

4 MCP tools reach this

find_mcpBrowse and filter every MCP server in the catalog.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This MCP server

curl "https://apis.io/api/v1/mcp/instill-core-developer-platform-docs-mcp-server"

All mcp servers

curl "https://apis.io/api/v1/mcp?limit=25"

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