"Understanding File Access" matching MCP tools:

• read_file

  BorealHost

  Read the contents of a file from a site's container. Max file size: 512KB. Binary files are rejected — use the site's file manager or SSH for binary files. Requires: API key with read scope. Args: slug: Site identifier path: Relative path to the file Returns: {"path": "wp-config.php", "content": "<?php ...", "size": 1234, "encoding": "utf-8"} Errors: NOT_FOUND: File doesn't exist VALIDATION_ERROR: File is binary or exceeds 512KB

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• list_files

  BorealHost

  List files and directories in a site's container. Path scoping depends on the plan: - Shared plans: rooted at wp-content/ (WordPress content directory) - VPS/dedicated plans: full filesystem access Requires: API key with read scope. Args: slug: Site identifier path: Relative path to list (empty for root of accessible area) Returns: {"path": "/", "entries": [{"name": "index.php", "type": "file", "size": 1234, "modified": "iso8601"}, {"name": "uploads", "type": "directory", "modified": "iso8601"}]} Errors: NOT_FOUND: Unknown slug or path doesn't exist

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• sync_shared_model

  Bridge Town

  Re-sync an accepted model share with the latest source content. Caller must have Owner or Editor access to the target project in the current tenant. If the target file already exists, expected_sha (the current Gitea blob SHA) is required to confirm the overwrite; omitting it returns a conflict error with the current SHA and a recovery hint. Returns: request_id, target_project, target_model, target_path, source_commit_sha, target_commit_sha, synced_at.

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• code_get_file

  searchcode

  Get code from a remote public git repository — either a specific function/class by name, a line range, or a full file. PREFERRED WORKFLOW: When search results or findings have already identified a specific function, method, or class, use symbol_name to extract just that declaration. This avoids fetching entire files and keeps context focused. Only fetch full files when you need a broad understanding of a file you haven't seen before. For supported languages (Go, Python, TypeScript, JavaScript, Java, C, C++, C#, Kotlin, Swift, Rust) the response includes a symbols list of declarations with line ranges. This is not a first-call tool — use code_analyze or code_search first to identify targets, then extract precisely what you need.

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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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• 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_food_environment

  USDA Food Access

  Get county-level food access risk profiles using Census ACS data. Constructs food access risk profiles by combining vehicle access (B25044), poverty status (B17001), and SNAP participation (B22001). Limited vehicle access combined with high poverty indicates food desert risk. Useful for identifying areas with barriers to food access in grant applications. Args: state: Two-letter state abbreviation (e.g. 'WA', 'MS') or 2-digit FIPS code. county_fips: Three-digit county FIPS code (e.g. '033' for King County, WA). Omit to get all counties in the state.

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• revoke_model_share

  Bridge Town

  Revoke an accepted model share. Source tenant members with Owner or Editor access to the source project may revoke. Target tenant members with Owner or Editor access to the accepted target project may revoke. Records the revocation in the audit trail; does NOT delete the file from the target repo — the target tenant retains their copy. Returns: request_id, status='revoked', updated_at.

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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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• check_paywall

  Coal — Payments for AI agents

  Check whether an address has paid for a specific x402 paywall. Returns pricing info if not paid, or content access status if paid.

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• paper_get_text

  livedatalink

  Return the full text of an indexed open-access paper by its corpus key (e.g. 'arxiv:2310.12345'), paginated by passage. Use from_seq + max_passages to page through it. For works not indexed locally, returns a pointer to find the open-access URL via paper_search / paper_details.

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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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• vector_quantize

  IA-QA — 130+ QA & Dev Tools for AI Agents

  Simulate int8 or int4 quantization of float32 embedding vectors. Reduces storage by 4x (int8) or 8x (int4). Returns quantized values, scale factor, and precision loss (MSE). Useful for understanding vector DB compression trade-offs.

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• thinkneo_read_memory

  ThinkNEO Control Plane

  Read Claude Code project memory files. Without arguments, returns the MEMORY.md index listing all available memories. With a filename argument, returns the full content of that specific memory file. Use this to access project context, user preferences, feedback, and reference notes persisted across Claude Code sessions.

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• paper_search

  livedatalink

  Search ~250M scholarly works (papers, preprints, datasets) live via OpenAlex by keyword across title, abstract, and full text, with optional author, year, and open-access-only filters. Ranked by relevance. Returns each work's OpenAlex id, DOI, title, authors, venue, year, citation count, and a free full-text URL when open access. Use paper_fulltext_search to search inside the locally indexed open-access corpus.

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• purchase_listing

  TrenchFu

  Purchase a marketplace listing. Payment is handled automatically from your wallet USDC balance. Returns provisioned access details on success.

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• remove_display_grant

  agentView

  Removes a user's access grant from a display within an organization. Requires admin scope and admin or owner role.

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• set_display_grant

  agentView

  Grants a specific user access to a specific display within an organization. Creates or updates the grant. The target user must be a member of the organization. Access levels: 'view' (see status) or 'control' (send content). Requires admin scope.

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• resend_confirmation

  1stay

  Resend a hotel reservation confirmation email. Use after verifying the guest's identity with lookup_booking. Sends the full confirmation to the email address on file. If the guest needs it sent to a different email (typo on original, or can't access it), provide updated_email.

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• discover

  XFMS — Xpansion Framework Model Source

  Show which quality dimensions matter for a stated purpose, WITHOUT ranking any models. Returns the inferred weights and the discovery-walk trace. Useful for understanding how XFMS interprets the purpose before committing to a pick.

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