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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/complexity-mcp-3e86d80415
GET https://www.mcpbundles.com/api/directory/v1/servers/complexity-mcp-3e86d80415?live=1 (optional live refresh)
GET https://www.mcpbundles.com/api/directory/v1/servers/complexity-mcp-3e86d80415/tools/<tool> (one tool: schema + invoke.url)
POST https://www.mcpbundles.com/api/directory/v1/servers/complexity-mcp-3e86d80415/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.complexity.team/api/mcp
Skill page: https://www.mcpbundles.com/skills/complexity-mcp-3e86d80415
Explore capabilities (19)
read 4
other 15
Complexity
10
Ccpm
5
Get
3
Other capabilities
1
Ccpm Analyze Board
other
ccpm-analyze-board
Use whenever the user wants a health check of the CCPM Notion database — they feel overwhelmed, are unsure what's happening across projects, ask "how's the board looking", or want a periodic review. Also use proactively if the user seems to be spiraling across multiple open decisions. This produces a short diagnostic that surfaces accumulation and overthinking risk — it is explicitly NOT a card-by-card listing, and should never degrade into one.
Calling this tool returns the skill's full instru
Description may be truncated on the public preview.
Ccpm Analyze Board — Use whenever the user wants a health check of the CCPM Notion database — they feel overwhelmed, are unsure what's happening across projects, ask "how's the board looking", or want a periodic review. Also use proactively if the user seems to be spiraling across multiple open decisions. This produces a short diagnostic that surfaces accumulation and overthinking risk — it is explicitly NOT a card-by-card listing, and should never degrade into one.
Calling this tool returns the skill's full instru
Ccpm Create Board — Use whenever the user wants to set up a new Notion database for the CCPM-personal method (constraint-based, single-operator project management), or wants to reset/rename it for a new work cycle or a new "drum" project. Trigger on phrases like "set up my CCPM database", "new drum project", "reset the CCPM board", or any request to start the CCPM Notion workflow from scratch.
Calling this tool returns the skill's full instructions — follow them to perform the task.
Ccpm Create Card — Use whenever the user has a new task, decision, or deliverable to add to the CCPM Notion database — including casual mentions like "add this to the board", "new card for X", "I need to decide Y", or "there's a deadline for Z this week". Always confirm or infer Type, Project, and (for Decision cards) Constraints before creating the card — never guess these silently, especially Constraints, since an under-specified Decision card is the exact failure mode this method exists to prevent.
Calling thi
Ccpm Daily Brief — Use at the start of the working day, or whenever the user wants to reload context on the CCPM Notion database quickly — phrases like "what's on today", "daily brief", "remind me where things stand" — without re-reading the whole board. This is a fast, narrow pull of only "Decision In Progress" and "Weekly Deliverable" cards with their Constraints, kept to 5 lines. It is NOT a full audit — use ccpm-analyze-board for that instead.
Calling this tool returns the skill's full instructions — follow t
Ccpm Weekly Review — Use at the end of the work week, or whenever the user asks for a "weekly review", says the week is closing out, or wants to sweep Weekly Deliverables and Buffer in the CCPM Notion database before the next cycle starts. This is the fixed-cadence counterpart to ccpm-analyze-board — it doesn't just diagnose, it takes action (updates, re-slots, or archives cards) and re-confirms whether the current drum project is still the right one. Run this proactively at week's end even if the user only asks som
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.
We are your digital team: we direct and orchestrate AI for your startup, so you get back to doing what only you can do.
How do I connect Complexity 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 Complexity provide?
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Complexity Capture Knowledge — Save durable reference into the Complexity Notion Knowledge DB — classified, tagged, optionally linked to a task. Triggers: "save this", "capture this", "document this decision", "keep for later", "add to knowledge base"; recording a finding/decision/research/insight meant to outlive a single task.
Calling this tool returns the skill's full instructions — follow them to perform the task.
Complexity Create Task — Create a task in the Complexity Notion Tasks DB with correct properties + controlled-vocabulary tags, project link, status/priority/due date. Triggers: "add a task", "log a to-do", "create a task for X", "I need to do Y", or any actionable work that should land on the board.
Calling this tool returns the skill's full instructions — follow them to perform the task.
Complexity Daily Standup — Personal daily standup from the Complexity Notion Tasks board — invoker's recent-done, today's focus, blockers — optionally enriched with last-24h Claude chats. Triggers: "prep my standup", "what did I do yesterday", "daily recap", "what's blocking me". Personal + task-level (distinct from weekly-review and next-actions).
Calling this tool returns the skill's full instructions — follow them to perform the task.
Complexity Next Actions — Recommend the invoker's next task from the Complexity Notion Tasks board, ranked by an explicit prioritization rule (not a flat list). Triggers: "what should I do next", "what's next", "what to focus on", "help me prioritize", "help me pick", "order my queue". Personal queue (distinct from daily-standup recap and weekly-review).
Calling this tool returns the skill's full instructions — follow them to perform the task.
Complexity Project Health — Health snapshot for ONE Complexity project — open vs done, blocked, overdue, recent activity, next up — consistent format, internal or client-ready. Triggers: "how's X doing", "status of X", "snapshot of X", "is X on track", project check-in before a meeting/call. One project in depth (weekly-review covers all at once).
Calling this tool returns the skill's full instructions — follow them to perform the task.
Complexity Retrieve By Tag — Find tasks/knowledge/projects in the Complexity Notion workspace by tag using exact relation filters (not fuzzy search). Triggers: "show me everything tagged X", "what backend tasks are open", "find all the research", "what do we know about X", any cross-project lookup mapping to the controlled tag vocabulary.
Calling this tool returns the skill's full instructions — follow them to perform the task.
Complexity Socratic Inquiry — Socratic thinking partner that surfaces unknown-unknowns — hidden assumptions, missed questions, blind spots in a plan or idea. Triggers: "challenge my thinking", "what am I missing", "poke holes in this", "question my assumptions", "stress-test this idea/plan", "play devil's advocate", "socratic mode"; any request to expand thinking rather than get an answer.
Calling this tool returns the skill's full instructions — follow them to perform the task.
Complexity Tag Items — Tag existing untagged tasks/knowledge/projects in the Complexity Notion workspace with the controlled vocabulary — proposes for review before writing. Triggers: "tag these tasks", "add tags to X", "backfill tags", "go through the backlog and tag it", "what should this be tagged". Writes to user content, so always confirms first.
Calling this tool returns the skill's full instructions — follow them to perform the task.
Complexity Task From Chat — Turn conversation action items into tagged tasks on the Complexity Notion board — proposes for review before creating. Triggers: "make tasks out of this", "log the action items", "turn this thread into tasks", or after a chat that produced commitments. Pairs with capture-knowledge: decisions→Knowledge, actions→Tasks.
Calling this tool returns the skill's full instructions — follow them to perform the task.
Complexity Weekly Review — Friday Weekly Review for Complexity — walk EVERY active project: shipped / slipped / at-risk / queued for Monday, at the project level (not tasks). Triggers: "weekly review", "close the week", "Friday review", "what shipped this week", "where are all the projects". Team-wide retrospective + re-plan (distinct from personal daily-standup and next-actions).
Calling this tool returns the skill's full instructions — follow them to perform the task.
List Skills — List all available skills with their descriptions. Call this first to discover which skill fits the current task.
Get Skill — Load the full instructions (SKILL.md) for a skill by name. Follow the returned instructions to perform the task. Use list_skills first if unsure of the name.
Get Skill File — Read a supporting file belonging to a skill (templates, references, examples listed by get_skill).
Get Workspace Context — Pre-fetched Complexity Notion workspace context: tag name→page-id map with usage rules, project name→page-id with type, people with Notion user ids. Refreshed daily. Use instead of querying Notion to resolve names.
MCPBundles probed 19 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.
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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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