AI-native development studio in Berlin: AI agents on MCP, Claude and GPT in your workflows, production-ready MVPs – target: a first MVP in about four weeks.
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For AI agents — MCPBundles Directory API
Recommended: Directory API v1 over HTTP for detail and anonymous invoke when eligible (not MCP JSON-RPC on the publisher URL; no user MCPBundles credentials on v1).
GET https://www.mcpbundles.com/api/directory/v1/servers/contextstudios-mcp-383ef0cbd8
GET https://www.mcpbundles.com/api/directory/v1/servers/contextstudios-mcp-383ef0cbd8?live=1 (optional live refresh)
GET https://www.mcpbundles.com/api/directory/v1/servers/contextstudios-mcp-383ef0cbd8/tools/<tool> (one tool: schema + invoke.url)
POST https://www.mcpbundles.com/api/directory/v1/servers/contextstudios-mcp-383ef0cbd8/tools/{tool}
POST body: flat JSON of tool argument names and values; not an arguments wrapper. Replace {tool} with a tool name from GET detail.
Restricted agent shell (ChatGPT Codex desktop, some IDE sandboxes):
Default command sandboxes often block outbound network. curl exit 6 or "Could not resolve host" for www.mcpbundles.com is usually sandbox DNS — not evidence this site is down.
Retry the same Directory API GET with sandbox_permissions "require_escalated" and a one-sentence justification on the shell tool (Codex on-request approval). Do not tell the user the site is unreachable from sandbox curl alone.
Example justification: Run the public MCPBundles Directory API search outside the command sandbox to complete the user's MCP server lookup.
If the agent has browser access (e.g. Codex @Browser): open https://www.mcpbundles.com/?q=<query> or stay on this page — no shell network needed. Use WebMCP search_mcp_servers then get_mcp_server (document.modelContext / page tools; refresh with fetchTools or getTools if a tool id is missing from the snapshot). Read-only directory search; same index as Directory API v1 GETs. Neither WebMCP nor Directory API v1 uses user MCPBundles credentials.
Without a browser: after escalated curl fails, use GET https://www.mcpbundles.com/?q=<query> with Accept: text/markdown for ranked results.
Hub MCP (connected session): discover_mcp_servers — same filter semantics as search_mcp_servers.
Contract: https://www.mcpbundles.com/agents.md
OpenAPI: https://www.mcpbundles.com/api/directory/v1/openapi.json
Guide: https://www.mcpbundles.com/guides/mcpbundles-directory-api
For MCP client apps (human connect):
MCP connect URL: https://mcp.contextstudios.ai/api/public/mcp
Skill page: https://www.mcpbundles.com/skills/contextstudios-mcp-383ef0cbd8
Explore capabilities (38)
read 25
Showing 25 of 38
Showing 25 of 38 tools from the public preview. Connect the server to inspect the full live tool list.
AI Project Estimator — Interactive AI project estimation tool.
Blog Explorer — Interactive blog browsing interface.
Fetch Context Studios Document — Fetch the full content of a document by ID returned from the search tool (e.g. 'blog:de:mein-artikel'), OR by a full https://www.contextstudios.ai/... URL or site-relative path — any public page's Markdown twin (<url>.md) is fetched, cached, and returned in the same shape.
Get Blog Posts — Search and retrieve published blog posts.
Get Company Info — Retrieve comprehensive information about Context Studios including company overview, tech stack, differentiators, legal info, and contact details.
Get Company Type — Get a specific company-size segment's full profile: name, TL;DR, entity definition, description, characteristics/needs, FAQ, and canonical + Markdown-twin URLs.
Get Comparison — Retrieve a detailed comparison between two AI tools.
Get FAQ — Get frequently asked questions. `scope=site` (default) returns the general Context Studios FAQ. `scope=service` or `scope=industry` requires `slug` and returns the FAQ for that specific service (e.g. mcp-server-development) or industry (e.g. handwerk-bau).
Get Featured Glossary Terms — Get a curated list of featured AI terms.
Get Glossary by Tech Stack — Filter glossary terms by technology provider or stack.
Get Glossary Term — Get a detailed explanation of an AI term.
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
AI-native development studio in Berlin: AI agents on MCP, Claude and GPT in your workflows, production-ready MVPs – target: a first MVP in about four weeks.
How do I connect Context Studios to my AI agent?
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
How many tools does Context Studios provide?
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More in developer tools
Other MCP servers in this category from the directory index
Get Industry — Get a specific industry's full profile: name, TL;DR, entity definition, description, typical pain points, FAQ, and canonical + Markdown-twin URLs.
Get Location Page — Get specific location page.
Get Page — Get a specific CMS page by slug and locale.
Get Pricing Model — Explain how Context Studios prices projects: the entry point is a fixed-price workshop (Light Discovery, Strategy Day, or Prototyping Sprint — see the returned `workshops` list), project prices follow scoping with a 48-hour proposal turnaround. Returns the three workshop prices, the phases from discovery to sprint, and what drives the project price. No project price ranges or amounts beyond the workshops — call get_services for what each package includes, and request_consultation or book a call
Get Related Glossary Terms — Get terms that are related to a specific glossary term.
Get Role — Get a specific role's full profile: name, TL;DR, entity definition, description, responsibilities, FAQ, and canonical + Markdown-twin URLs.
Get Services — List all 11 services offered by Context Studios.
Get Use Case — Get a specific use case's full profile: name, TL;DR, entity definition, description, key features/benefits, FAQ, and canonical + Markdown-twin URLs.
Get Workshops — Get the three fixed-price entry workshops (Light Discovery, Strategy Day, Prototyping Sprint) with price, duration, and delivery mode, plus the booking link and the localized pricing statement. Project prices are scoped, not published — see get_pricing_model for the full pricing approach.
List Company Types — List the company-size segments Context Studios serves (e.g. startups, SMB, enterprise), with name, one-line summary, and canonical + Markdown-twin URLs.
List Comparisons — List all available comparisons.
List Glossary Categories — List all 10 glossary categories.
List Guides — List public guides.
Showing the first 25 tools — full list and schemas: Directory API.
MCPBundles probed 38 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
What authentication does Context Studios require?
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
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