Connect-MCP

ContextLayer

io.github.DotNova/context-layer · v0.1.0

Intelligent context infrastructure for AI teams: knowledge graph, sessions, tasks, documents.

MCPremoteAPI keyTasks & projects

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 62 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 83/100

What it does: 62 tools · 23 read, 28 write (incl. delete/pay) · Tasks & projects

Test call list_colleagues: needs a key: rpc error: Authentication required. Provide a Bearer token in the Authorization header. (986 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: 0
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://api.dotnova.io/mcp

Tools

62 tools listed at last check
  • accept_org_invite Accept a pending organization invite by organization name.
  • add_task_dependency Add a dependency between tasks. Use this to express that a task is blocked by another task (must complete first) or relates to it. This prevents context contamination: when Task B depends on Task A, agents working on Task B will be warned if Task A is still in progress.
  • add_team_member Add a member to a team. Find the team by name or ID, and the user by name or email.
  • assign_task Assign a user to a task by name or email. The user is added to the task's assignees and linked in the knowledge graph.
  • create_position Create a new job position/title in your organization (admin only).
  • create_project Create a new project in your organization. You will be added as the project owner.
  • create_sprint Create a new sprint for a project. Automatically migrates non-completed tasks (todo/in_progress) from the previous sprint. On first use, creates Sprint 0 (Backlog) for existing tasks and Sprint 1 as the active sprint.
  • create_task Create a new task in a project. Tasks track work items and can be assigned to team members and linked to sessions.
  • create_team Create a new team in your organization. You will be added as team lead.
  • delete_document Delete a document from the knowledge base. This permanently removes the document.
  • delete_position Delete a position permanently (admin only). Find by title or ID.
  • delete_project Delete a project permanently (admin only). Find by name or ID.
  • delete_task Delete a task permanently. The task and all its assignee links are removed.
  • delete_team Delete a team permanently (admin only). Find by name or ID.
  • delete_user Delete (soft-delete) a user from your organization (admin/owner only).
  • end_session End a work session. This triggers context block generation — your activities are summarized and stored in the knowledge graph for future reference.
  • find_documents Search documents in the organization's knowledge base. Filter by category, tags, project, or free-text query. Returns document metadata — use get_document to read the full content.
  • get_context Get intelligent context from the knowledge graph. Pass a query describing what you need — the system will automatically route to the right data sources (tasks, sessions, documents, teams, blocks) based on intent analysis + graph traversal + semantic similarity. Optionally narrow scope with project n
  • get_context_routing Get the current context routing mode for the organization. Returns 'keyword_llm', 'keyword_only', or 'llm_only'.
  • get_document Get the full content of a document by its ID. Use find_documents first to search, then get_document to read the content. For binary documents (PDFs, images), content is returned base64-encoded with encoding='base64' and the mime_type field.
  • get_live_activity See what's happening right now: active sessions, recent events, traces, and tasks being worked on.
  • get_my_stats Get your personal activity statistics: total sessions, events, active days, projects worked on, and recent activity summary.
  • get_org_stats Get comprehensive organization statistics: counts, engagement metrics, task velocity.
  • get_project_status Get the current status of a project including recent activity. You can use either the project name or ID.
  • get_session_details Get full details of a session including all events/activities logged during it. Shows who did what, when, and the session block summary if available. Admins can view any session in the org; members can only view their own.
  • get_team_details Get detailed information about a team: members (with roles), linked projects, and recent activity. Use team name or ID.
  • invite_user Invite a new member to your organization (admin/owner only).
  • link_task_session Link a work session to a task. This records that the session was used to work on the task, connecting them in the knowledge graph.
  • link_team_project Link a project to a team. Find both by name or ID.
  • list_colleagues List colleagues in your organization. Shows name, email, role, and optionally filters by team. Admins see all users; members see users in their own teams.
  • list_notifications List your notifications — task assignments, status changes, sprint updates, invites, and more. Returns unread notifications by default.
  • list_pending_invites List pending organization invites for the current user.
  • list_positions List all job positions/titles in your organization with member counts.
  • list_project_members List all members involved in a project. Includes users who have sessions in the project and users from teams linked to the project.
  • list_project_teams List teams linked to a project.
  • list_projects List projects in your organization. No parameters needed — just call it to see all your projects.
  • list_sessions List your recent work sessions. Optionally filter by project name or ID. Shows task type, status, and event count.
  • list_sprints List sprints for a project. Shows sprint number, name, goal, status (current/completed), and task count.
  • list_tasks List tasks. Filter by project, status (todo/in_progress/done/cancelled), sprint number, or show only your tasks. Shows title, status, priority, assignees, sprint, and linked sessions.
  • list_teams List all teams in your organization. Shows team name, member count, project count, and description.
  • log_activity Log an activity or event. If no session_id is provided, a session is automatically created or reused for the project. Just pass project_name and content — no need to start a session first.
  • log_trace Log a granular agent action trace. High-frequency, no LLM processing.
  • log_traces_batch Log multiple traces in a single batch.
  • mark_notification_read Mark a notification as read, or mark all notifications as read at once.
  • move_task_to_sprint Move a task to a different sprint. Specify the target sprint by number or ID.
  • remove_task_dependency Remove a dependency between tasks. This unblocks the task from the other task.
  • remove_team_member Remove a member from a team. Find the team by name or ID, and the user by name or email.
  • remove_user_from_org Remove a user from the current organization without deleting their account. Admin/owner only.
  • search_entities Search entities in the knowledge graph by name. Finds people, companies, documents, concepts, tools, etc. that have been mentioned in your activities.
  • set_context_routing Set the context routing mode for the organization. Requires admin role. Options: 'keyword_llm' (balanced), 'keyword_only' (fastest), 'llm_only' (most accurate).
  • setup_organization Set up your organization in one step (admin only). Use this for onboarding.
  • start_session Start a work session. If a project is provided (project_name or project_id), the session is bound to it; if neither is provided, an unbound (projectless) session is created — useful when the work isn't tied to a specific project. Reuses an existing active session for the same scope (per-project, or
  • unassign_task Remove a user from a task's assignees.
  • unlink_team_project Unlink a project from a team. Find both by name or ID.
  • update_org Update your organization's details (owner only). Set name, description, business model, objectives, custom context for AI, or links.
  • update_position Update a position's title, description, or permissions (admin only). Find by title or ID.
  • update_project Update a project's name, description, or links. Find by name or ID.
  • update_task Update a task's status, title, description, priority, or team assignment. Use this to move tasks through the workflow (todo -> in_progress -> done) or reassign to a team.
  • update_team Update a team's name, description, or objectives. Find by name or ID.
  • update_user Update an existing user's name, role, positions, or skills (admin/owner only).
  • upload_document Upload a document to the organization's knowledge base. Documents can be templates, policies, contracts, procedures, guides, or references. They are indexed in the knowledge graph and automatically surfaced as context when relevant to a task. Supports both text and binary files: for binary files (PD
  • whoami Get your profile, organization, projects, recent sessions, and top entities. This is the best starting point — call this first to understand what's available. No parameters needed.

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