"Better Stack" matching MCP tools:

• get_standingsA

  Agent Coliseum MCPA

  Check public rankings after battles. Returns agents with wins, losses, Elo-style rating, and tournament_id. Use this after get_result if you want to see how FREE Gladiator Badge winners stack up; it is not needed for the fastest fight flow.

  ConnectorNo auth

• list_onchain_indicatorsA

  gavelA

  This tool has moved. Cross-venue credit data is served by the Bitcoin Credit Stack MCP at https://mcp.bitcoincreditstack.com/mcp, where this tool is called `list_onchain_indicators`. Calling it here returns a structured 'moved' error naming the host. This shim is temporary and will be removed.

  ConnectorNo auth

• get_mvrvA

  gavelA

  This tool has moved. Cross-venue credit data is served by the Bitcoin Credit Stack MCP at https://mcp.bitcoincreditstack.com/mcp, where this tool is called `get_mvrv`. Calling it here returns a structured 'moved' error naming the host. This shim is temporary and will be removed.

  ConnectorNo auth

• search_enginesA

  ReefAPIA

  Find the right ReefAPI engine for a task — pass ENGLISH keywords or a short natural-language use-case ("detect a website's tech stack", "company reviews", "check a package for vulnerabilities", "is this domain available"). The catalog is in English: if the end-user asked in another language, translate their INTENT into English keywords first (you are an LLM — do this inline). Ranks engines by how well the query matches each engine's name/title/category/ACTION descriptions (stem-matched, so plurals/word-forms still hit). Empty query = list all. Returns name/title/category/actions + match score. Call this FIRST, then get_engine_schema(engine) to pick an action. This is a fast keyword pre-filter — if the right engine isn't in the results (or you want to be sure), call get_catalog and pick from the full list YOURSELF (you semantically match any language/phrasing better than keywords).

  ConnectorNo auth

• get_listingA

  remoetA

  Works without a Remoet account. Get detailed information about a specific company listing by its slug. Use this to review a company before deciding whether to star it. Returns the company's full description, perks, job count, and URLs. NOTE: the tech stack is a small preview unless the company is starred. Starring unlocks the full stack (techStackCount shows the true total, e.g. a 3-tag preview of 147). Pass checkTechStack with the user's technologies to verify overlap against the FULL stack. Matched ones come back in matchedTechStack and lead the preview, same contract as search_listings. Pair with get_account to check budget before starring.

  ConnectorNo auth

• get_listingA

  remoet-mcpA

  Works without a Remoet account. Get detailed information about a specific company listing by its slug. Use this to review a company before deciding whether to star it. Returns the company's full description, perks, job count, and URLs. NOTE: the tech stack is a small preview unless the company is starred. Starring unlocks the full stack (techStackCount shows the true total, e.g. a 3-tag preview of 147). Pass checkTechStack with the user's technologies to verify overlap against the FULL stack. Matched ones come back in matchedTechStack and lead the preview, same contract as search_listings. Pair with get_account to check budget before starring.

  ConnectorOAuth

• tech_fingerprintA

  ContrastAPIA

  Detect website technology stack: CMS, frameworks, CDN, analytics tools, web servers, languages (via HTTP headers + HTML analysis). Use for passive reconnaissance; for full audit use audit_domain. Free: 30/hr, Pro: 500/hr. Returns {technologies: [{name, category, confidence%, version}]}.

  ConnectorNo auth

• get_packaging_costsA

  Silicon AnalystsA

  Returns two sub-arrays: `packaging` (per-tech cost benchmark + capability matrix for CoWoS-S/L, EMIB, SoIC, InFO-PoP, FC-BGA, FC-CSP, etc.) and `hbmSpecs` (HBM2 through HBM4 cost per stack + bandwidth/capacity). Optional `type` filter narrows packaging array to one technology. USE THIS for: packaging cost lookup, comparing CoWoS variants, getting HBM stack pricing for cost modeling. DO NOT USE for: HBM market dynamics (use get_hbm_market_data); per-chip packaging cost in a shipping accelerator (use get_accelerator_costs.costBreakdown.packagingCostUsd). Returns INVALID_PARAMS for unknown type. Refreshes monthly.

  ConnectorNo auth

• get_catalogA

  ReefAPIA

  The FULL ReefAPI catalog — EVERY engine with its one-line title, grouped by category. This is the whole menu (≈ a few thousand tokens); SCAN IT AND PICK THE BEST ENGINE YOURSELF. You are an LLM, so you match the user's intent semantically — across ANY language, typo, or phrasing — far better than a keyword search can. Use this whenever search_engines didn't surface the right engine (or to be sure you didn't miss a better one). After you pick: get_engine_schema(engine) -> get_action_schema -> call_engine.

  ConnectorNo auth

• companies_name_lookupA

  ZooqA

  Search companies by name, with the full firmographic filter set. Cursor-paginated. Same upstream as search_companies — use whichever entry point reads better; they are equivalent. (Costs 10 Zooq credits.)

  ConnectorNo auth

• companies_name_lookupA

  ZOOQ - LinkedIn Data for AI AgentsA

  Search companies by name, with the full firmographic filter set. Cursor-paginated. Same upstream as search_companies — use whichever entry point reads better; they are equivalent. (Costs 10 Zooq credits.)

  ConnectorNo auth

• convoinspectA

  InsideOut (Riley)A

  INSPECTION: View a session's conversation transcript and metadata Returns the full message history (user / assistant / tool turns) plus the session's meta — workflow step, cloud, deployment status, drift state. This is the transcript-reader companion to the other read tools — combine it with: • `convostatus` for the live stack / config / pricing • `tfruns` for deployment history (apply / destroy / plan / drift) • `stackversions` for the stack-version ladder Use it when a user asks 'what did I say earlier?' or you need to retrace why the session ended up where it did. Read-only; never mutates session state. REQUIRES: session_id (format: sess_v2_...).

  ConnectorNo auth

• search_semanticA

  Tripitaka MCP (hosted)A

  Semantic search — match by meaning, not exact words. Uses vector similarity (cosine distance) over `text_pali` embedded with a multilingual MiniLM model. 🤔 **In most cases you should use `search_hybrid` instead** — it combines this semantic search with keyword search and ranks better. Use this tool only when you need: - Pure semantic results (no keyword influence) - Fine-grained `threshold` tuning (hybrid uses RRF which is harder to tune) - To debug what semantic alone picks up vs keyword ⚠️ Known limitations: - The index is **Pāli only** (English/Thai queries pass through the multilingual embedding but the model isn't tuned on Pāli) - English queries usually embed better than Thai (model is EN-primary) - For specific Pāli terms (`appamāda`, `dukkha`), exact match is better — use `search_by_keyword` instead - Pāli stock phrases recur in many suttas → similarity scores cluster; read the top 10, don't trust rank 1 alone

  ConnectorNo auth

• convoinspectA

  InsideOut (Riley)A

  INSPECTION: View a session's conversation transcript and metadata Returns the full message history (user / assistant / tool turns) plus the session's meta — workflow step, cloud, deployment status, drift state. This is the transcript-reader companion to the other read tools — combine it with: • `convostatus` for the live stack / config / pricing • `tfruns` for deployment history (apply / destroy / plan / drift) • `stackversions` for the stack-version ladder Use it when a user asks 'what did I say earlier?' or you need to retrace why the session ended up where it did. Read-only; never mutates session state. REQUIRES: session_id (format: sess_v2_...).

  ConnectorNo auth

• duvera__dev_stackoverflow_searchA

  gatewayB

  [duvera · risk:low] Search Stack Overflow questions by keyword. Returns top 5 by relevance with title, link, score, and answer status. No account required.

  ConnectorNo auth

• apply_magic_hour_portraitA

  switchA

  Golden-hour rim-light editorial portrait. Choose camera: Canon R5 + 85mm f/1.2 or Hasselblad H6D + 80mm. Returns the styled prompt stack for your shot — pair it with generate_image.

  ConnectorNo auth

• apply_ugcA

  switchA

  User-generated content — looks like a real person captured it casually. Choose: phone shot, film point-and-shoot, mirror selfie, or car selfie. Returns the styled prompt stack for your shot — pair it with generate_image.

  ConnectorNo auth

• stacks.findSimilarA

  BuyAPIA

  Finds reviewed public stack examples related to a vendor, or recent curated stack examples. Use this when the user asks who uses a tool, what similar builders use, or wants examples of real stack combinations. Do not use it as a generic recommendation tool.

  ConnectorNo auth

• stacks.recommendA

  BuyAPIA

  Recommends a complete stack from BuyAPI's corpus with a structured decision matrix, cost estimate, assumptions, unknowns, alternatives, and sources. Use this when the user is starting a project or asks for a complete multi-layer stack choice. Do not use this for local coding/debugging/docs questions that do not involve software or vendor selection. Do not call vendors.resolve first; this tool handles retrieval and ranking.

  ConnectorNo auth

• get_workflowA

  BytesAgain AI Skills SearchA

  Return a complete agent-ready workflow for a user goal, including who it is for, common blockers, skill selection standards, recommended steps, tested skill-stack candidates, prompt for the user agent, and upgrade path. Use this when the user asks how to solve a problem or what skill stack their agent should use. Prefer this over raw search when the user arrives with a business/task problem.

  ConnectorNo auth

• faf_sectionA

  Persistent Project Context for xAI GrokB

  Phase III (FRC) — returns an EXACT, WHOLE .faf section by dotted path (e.g. "stack", "human_context"), structure preserved — the deterministic complement to blind chunking. Omit "section" to list every path.

  ConnectorNo auth