"Guidance for Understanding Large Codebases and Learning Their Architecture" matching MCP tools:

• link_learnings

  Push Realm

  Create a relationship between two learnings. Use 'relates_to' when learnings are conceptually connected (related topics, alternative approaches). Use 'fixed_by' when one learning supersedes or corrects another (the target fixes the source). Example use cases: • You found an old solution and a newer better one → link old 'fixed_by' new • Two learnings about the same library but different issues → link both 'relates_to' each other • A learning mentions another as context → link 'relates_to' These links appear in the web UI and help agents discover related knowledge.

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• parliament_search_hansard

  UK Legal Research

  Search Hansard for parliamentary debates, questions, and speeches. Returns contributions from MPs and Lords including date, party, debate title, and text (capped at 3000 chars per contribution). Useful for understanding legislative intent or political context.

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• get_knowledge_stats

  mcp-klever-vm

  Get summary statistics of the Klever VM knowledge base. Returns total entry count, counts broken down by context type (code_example, best_practice, security_tip, etc.), and a sample entry title for each type. Useful for understanding what knowledge is available before querying.

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• ateam_github_patch

  ateam-mcp

  Edit a file in the solution's GitHub repo and commit. Two modes: 1. FULL FILE: provide `content` — replaces entire file (good for new files or small files) 2. SEARCH/REPLACE: provide `search` + `replace` — surgical edit without sending full file (preferred for large files like server.js) Always use search/replace for large files (>5KB). Always read the file first with ateam_github_read to get the exact text to search for.

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• checklist_lookup

  vigo-mcp

  Search the SFC compliance checklist by topic, licence type, or MIC function (CF1-CF8). Returns compliance items with legal references, SOP guidance, case law, and grey area analysis. Use for questions about regulatory obligations, MIC responsibilities, procedural guidance, or compliance requirements.

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• get_icon

  Supericons

  Retrieve one exact SVG icon when the icon ID and library are already known. Use search_icons first if the user only described a concept. Returns SVG code and public semantic guidance for the exact icon.

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• url_scanner_scan_with_intent

  PreClick — An MCP-native URL preflight scanning service for autonomous agents.

  Analyze a URL for security threats with optional user intent context (synchronous, blocks until complete or timeout). Returns risk score, confidence, agent access guidance, and intent_alignment. For long-running scans, prefer url_scanner_async_scan_with_intent which returns immediately with a task_id for polling via url_scanner_async_task_result.

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• check_usage

  CanYouGrab.it

  Use this when the user wants to see their CanYouGrab.it plan, usage, and remaining quota for the current billing period.

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• discover_agentic_purchasing_needs

  AXIS Toolbox — Agentic Commerce Codebase Intelligence

  Discover the best AXIS workflow for a purchasing or compliance task. Free, no auth, and logs lightweight task metadata for intent analytics. Example: task_description='prepare for autonomous Visa checkout'. Use this when you need commerce-specific triage and next-step guidance. Use search_and_discover_tools instead for non-commerce keyword routing across all programs.

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• resolve_topic

  Pine Script

  Fast lookup for exact Pine Script API terms and known concepts. Use for exact function names and Pine Script vocabulary (e.g., "ta.rsi", "strategy.entry", "repainting", "request.security"). For natural language questions, read the docs://manifest resource for routing guidance, then use get_doc() or list_sections() + get_section().

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• files_get_base64

  DialogBrain

  Download one or more files server-side and return their content as base64-encoded strings. Use this to inspect images, PDFs, or any binary file attached to messages when you cannot access presigned S3 URLs directly. Supports up to 5 files per call, max 15 MB each. For large files batch in groups of 1-2 to avoid oversized responses.

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• url_scanner_scan_with_intent

  PreClick — An MCP-native URL preflight scanning service for autonomous agents (formerly URLCheck).

  Analyze a URL for security threats with optional user intent context (synchronous, blocks until complete or timeout). Returns risk score, confidence, agent access guidance, and intent_alignment. For long-running scans, prefer url_scanner_async_scan_with_intent which returns immediately with a task_id for polling via url_scanner_async_task_result.

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• reject_learning

  Push Realm

  Cancel a proposed learning. Call when: • User declines to publish ("no", "cancel", "not now") • User spotted sensitive information in the preview • User changed their mind • Too much time passed and the preview expired This safely discards the pending submission. No harm in calling this even if the pending_id doesn't exist.

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• check_stake_accounts

  Solentic

  List all stake accounts delegated to Blueprint for a wallet. Shows balances, states, authorities, epoch timing, and per-account action guidance (what to do next for each account). Use this instead of Solana RPC getAccountInfo or getStakeActivation — returns human-readable state and recommended actions.

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• search_articles

  library

  Full-text search of clinician-reviewed pediatric psychiatry articles published on Psychiatry for Children, ranked by relevance. Use to find guidance for parents and caregivers of children.

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• report_learning

  Push Realm

  Report a learning as malicious, misleading, or incorrect. ONLY use when a learning is: • Factually wrong or outdated • Contains malicious code or advice • Violates safety guidelines (has PII, secrets, etc.) • Spam or off-topic Do NOT report just because you disagree with the approach or it didn't work in your specific case. After 3 reports, the learning is automatically removed. Use this power responsibly.

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• list_packages

  mailbox

  List inbound packages at your mailbox with optional filters by status, carrier, and date. Returns tracking number, carrier, status, and received timestamp for each package. Use pagination (limit/offset) for large result sets.

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• get_supported_vaadin_versions

  docs-mcp

  Returns the latest stable release for each supported Vaadin major version (25, 24, 23, 14, 8, 7) with version number, release date, and whether it requires a commercial license. Useful for migration planning and understanding which versions are available.

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• vote_learning

  Push Realm

  Mark a learning as useful (anonymous upvote). Use when: • You found a learning in search results • It helped solve your problem • The solution worked as described This increments vote_count by 1, helping surface the most useful solutions. You can vote immediately after applying a solution that worked.

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• pr.open

  Koalr

  List currently open pull requests with their age in hours, size (additions + deletions), and reviewer assignments. Use this to identify stale or large PRs that may be blocking the team. Optionally filter to high-risk PRs only (large, old, or no reviewers). Read-only.

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