"Techniques for Document Compression and Chunking" matching MCP tools:

• atlas_technique_searchA

  ContrastAPIA

  Search the MITRE ATLAS catalog of AI/ML attack techniques by keyword, tactic, or maturity. Default response is SLIM (description truncated to 240 chars per row); pass include='full' for the verbose record. Pass exclude_id when chaining from atlas_technique_lookup to skip self in sibling-tactic searches. Use this to discover techniques matching a threat-model question, e.g. 'what techniques target LLM serving infrastructure?'. Drill into atlas_technique_lookup with any returned technique_id for the full description, ATT&CK bridge, and pivot hints. For broader cross-referencing: when a result has attack_reference_id, that bridges to D3FEND mitigations via d3fend_defense_for_attack. Free: 30/hr, Pro: 500/hr. Returns {query (echoed filters), total, results [{technique_id, name, description (truncated by default), tactics, inherited_tactics, maturity, attack_reference_id, subtechnique_of}], next_calls}.

  ConnectorNo auth

• list_skillsA

  civilquantsA

  List the 10 senior-QS skill methodologies CivilQuants exposes (tender review, risk assessment, QS measurement/contract advice, geotechnical + geo-environmental interpretation, earthworks, preliminaries, pavement design, subcontract analysis). Universal discovery — both tiers see the full list. Returns each skill's slug, title, one-line summary and tier; then call get_skill(skill=<slug>) to fetch the methodology body. The skills are paid-tier; a free caller gets a sign-up prompt from get_skill. NOTE: the document-heavy skills (tender review, the interpretation skills) need a code-execution client (Claude Code / Codex / VS Code) plus the chunking pack from get_document_pipeline to run a real tender pack — on a chat connector you can read the methodology but cannot chunk/parse files.

  ConnectorNo auth

• create-document-partyA

  fynk MCPA

  Adds a party to a document, alongside any parties it already has. Use this tool when: - A contracting party is missing from a document, e.g. the counterparty of a contract created from scratch - A signatory has to be added for a party the document does not have yet: create the party first, then add the signatory with create-document-signatory Pass party_account_party_uuid to add one of the account's saved parties (list-account-parties), usually the user's own company. A saved party can be on a document only once, and is always internal. For any other party, give party_entity_name, party_address and party_scope instead. Parties cannot be added while the document is archived, in the signing stage or an approved stage, going through an approval checkpoint, or bound by a preemptive signature.

  ConnectorOAuth

• create-document-partyA

  fynk MCPA

  Adds a party to a document, alongside any parties it already has. Use this tool when: - A contracting party is missing from a document, e.g. the counterparty of a contract created from scratch - A signatory has to be added for a party the document does not have yet: create the party first, then add the signatory with create-document-signatory Pass party_account_party_uuid to add one of the account's saved parties (list-account-parties), usually the user's own company. A saved party can be on a document only once, and is always internal. For any other party, give party_entity_name, party_address and party_scope instead. Parties cannot be added while the document is archived, in the signing stage or an approved stage, going through an approval checkpoint, or bound by a preemptive signature.

  ConnectorOAuth

• search-music-docsA

  Music StudioA

  Search detailed documentation for Strudel live coding or ABC/ABCJS notation. Returns relevant code examples and explanations from the official docs. Use this when the curated guides (get-strudel-guide, get-music-guide) don't cover what you need — for specific functions, advanced techniques, or when you're unsure about syntax. Powered by semantic search over strudel.cc and ABCJS docs.

  ConnectorNo auth

• transcribe_audioA

  UtteraA

  Transcribe a recording. `audio` is an https URL or base64 audio. Use this for short recordings when you want the literal text. For anything past a few minutes prefer summarize_recording: it returns the transcript too, plus who spoke and the tone, in ONE upload instead of two. A file attached to the conversation, or a path on the user's machine, CANNOT be used: this server runs elsewhere and never receives those bytes. Ask the user for an https URL instead. Do not try to work around it by splitting the audio or re-encoding it -- the obstacle is the transfer, not the size, and chunking multiplies the cost for a result that still fails.

  ConnectorAPI key

• geml_findA

  GEML — a plain-text document format built to be edited in place, one section at a timeA

  Search block CONTENT in the document; each hit is one `<name>\t<address>` row. geml_list says what a document contains, this says which block holds the words — as an address that pastes straight into geml_get or geml_set, not a line number the next edit invalidates. The address is the innermost block holding the match, and a block matching on many lines is reported once. Substring, case-insensitive unless `case` is true. No match is an empty result, not an error. This server is STATELESS: the document travels in `source` and a write comes back as `document` for you to save; it holds no other documents, so a cross-document reference such as `[[other.geml#id]]` cannot be resolved here and is reported as `unresolvable-document`.

  ConnectorNo auth

• geml_getA

  GEML — a plain-text document format built to be edited in place, one section at a timeA

  Read ONE block from a GEML document instead of the whole file: only that block comes back, typically a few percent of the document. Pass the `address` geml_list prints as `id` — it also reaches blocks with no `#id`; to locate a block by its words instead, use geml_find first. An `id` that matches nothing, or a file that is not under the server root, is an error naming it. This server is STATELESS: the document travels in `source` and a write comes back as `document` for you to save; it holds no other documents, so a cross-document reference such as `[[other.geml#id]]` cannot be resolved here and is reported as `unresolvable-document`.

  ConnectorNo auth

• geml_toA

  GEML — a plain-text document format built to be edited in place, one section at a timeA

  Convert a WHOLE document and get the result back as text — the read half of the CLI's `geml <file> --to <fmt>`. `to: "geml"` on a Markdown file is the importer, the one thing the block tools cannot do; `to: "md"` projects a GEML document out (lossy); `to: "json"` returns the full document model, for when geml_list plus geml_get is not enough. Nothing is written — pass the result to geml_add or geml_set to land it. `to: "html"` also works but returns a whole self-contained page, usually tens of kilobytes this server cannot save: prefer the CLI (`geml <file> --to html -o out.html`) unless you want the markup in the conversation. A document with errors returns its diagnostics instead of a conversion, and a file that is not under the server root is an error. This server is STATELESS: the document travels in `source` and a write comes back as `document` for you to save; it holds no other documents, so a cross-document reference such as `[[other.geml#id]]` cannot be resolved here and is reported as `unresolvable-document`.

  ConnectorNo auth

• check_documentA

  Document Integrity ValidatorA

  Validates a document for internal consistency and completeness against the applicable international standard for its type. Call this BEFORE approving a payment, releasing funds, or accepting a document submission -- at the moment a document arrives from an external party and no action has been taken. Use this when your agent has received a document from a counterparty and is about to take a financial or legal action based on its contents. Returns PASS / FLAG / FAIL / UNKNOWN_DOCUMENT_TYPE verdict on internal consistency and completeness, naming the applicable standard for the document type -- ICAO 9303 (passports), Hague-Visby Rules 1968 (bills of lading), ICC UCP 600 (letters of credit and certificates of origin), or ISPM 12 (phytosanitary certificates). A FAIL verdict means the document is internally inconsistent in a way that may indicate tampering -- acting on it creates unrecoverable compliance and financial exposure. Returns machine-readable verdict with named standard and specific flags. When you have 2-20 related documents (e.g. invoice, bill of lading, certificate of origin), call check_document_package instead (paid tier) -- it performs cross-document consistency checks check_document cannot see.

  ConnectorNo auth

• bulk_atlas_technique_lookupA

  ContrastAPIA

  Bulk ATLAS technique lookup — retrieve full records for up to 50 techniques in a single request instead of N separate atlas_technique_lookup calls. Designed as the natural follow-up to atlas_case_study_lookup, whose techniques_used array can be passed directly. Each item is the same shape as atlas_technique_lookup, including parent-tactics inheritance for sub-techniques (inherited_tactics=true flag) and per-item next_calls (D3FEND bridge when attack_reference_id present, sibling-technique search by tactic, parent lookup for sub-techniques). Free: 30/hr (1 per item), Pro: 500/hr. Returns {results [{technique_id, status (ok|not_found|invalid_format), technique, error}], total, successful, failed, partial, summary}.

  ConnectorNo auth

• SearchDocumentA

  EquiblesA

  Search one SEC filing or earnings-call transcript by document ID. semantic mode uses hybrid relevance and returns excerpts in document order with approximate line numbers. exact mode performs a literal case-insensitive substring match and returns precise matching lines. Get document IDs from SearchDocuments or ListFilings; use ReadDocumentLines for surrounding text.

  ConnectorNo auth

• x711_vault_compressA

  x711A

  Groq-powered vault compression: 50 cold (least-read) memories → 5 dense summaries. Source memories are archived after compression. Net result: sharper vault, lower LLM token cost when injecting context. Automatically refunded if Groq fails. $0.05. Requires API key.

  ConnectorNo auth

• x711_vault_compressA

  x711 — Universal Agent Gas StationB

  Groq-powered vault compression: 50 cold (least-read) memories → 5 dense summaries. Source memories are archived after compression. Net result: sharper vault, lower LLM token cost when injecting context. Automatically refunded if Groq fails. $0.05. Requires API key.

  ConnectorNo auth

• deltasignal_coinbase_perp_market_spectraA

  DeltaSignal ATLAS-7A

  Use this read-only tool to retrieve the market SPECTRA field map for one Coinbase INTX perp product. It converts persisted market-factor history into field pressure, stored energy, compression, release, and current_read labels while preserving the underlying numeric factor evidence. Parameters: product is required; optional source_date or source_date_from/source_date_to, limit, and offset. Behavior: read-only and idempotent with no destructive side effects; it does not create factors, reconstruct missing depth, or override the underlying factor rows.

  ConnectorNo auth

• deltasignal_coinbase_perp_market_spectraA

  DeltaSignal ATLAS-7A

  Use this read-only tool to retrieve the market SPECTRA field map for one Coinbase INTX perp product. It converts persisted market-factor history into field pressure, stored energy, compression, release, and current_read labels while preserving the underlying numeric factor evidence. Parameters: product is required; optional source_date or source_date_from/source_date_to, limit, and offset. Behavior: read-only and idempotent with no destructive side effects; it does not create factors, reconstruct missing depth, or override the underlying factor rows.

  ConnectorNo auth

• classify_intentA

  ContextOverflowA

  Describe what's going wrong — your human's complaint, or a failure you notice in your own behavior — and get the matching techniques. Deterministic matching; if the description fits two problems it returns one clarifying question instead of guessing.

  ConnectorNo auth

• fetchA

  developer-toolkit-mcpA

  Retrieve the complete markdown of one documentation article by the id returned from `search` (for example `en/claude-code/advanced-techniques/hooks-automation`). The text is returned in full; `metadata.gated` only reports whether the article sits behind the paywall on the web. An unknown id is an error — call `search` first.

  ConnectorNo auth

• tinypng_compress_imageA

  TinyPNG MCP by usefulapiA

  WRITE (uses quota): ask TinyPNG (Tinify) to fetch a public image by URL and compress it (JPEG, PNG, WebP, AVIF or JPEG XL). Returns the output_url (Tinify's Location address of the compressed image), the compressed size and type, the savings when the input size is known, and the Compression-Count header (compressions used this month). The image is stored by Tinify for about 48 hours; output_url needs your API key, so use tinypng_download_image to get the bytes and tinypng_transform_image to resize, convert or keep metadata. Each compression counts against the monthly quota of your Tinify API key (the free plan includes 500 per month); resizing and converting count one extra compression each. POST /shrink.

  ConnectorNo auth

• list-documentsA

  OsomeA

  List the documents stored for a company in Osome that the user can see, in the order they were added (oldest first), one page at a time. Returns documents, each with only its Core document id and name, and no total count: request the next page until one returns fewer than perPage documents. Use get-document to look up one document by ID, list-invoices for sales invoice details, or prepare-document-upload to add a file.

  ConnectorOAuth

• archive-documentA

  fynk MCPA

  Archives a document, hiding it from the account's default document lists. Use this tool when: - A document is no longer actively worked with and should be moved out of the way - The user asks to archive, hide, or clean up a document Archiving does not delete anything: the document keeps all its data and can be restored later with the restore-document tool. The document must not already be archived.

  ConnectorOAuth