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633,115 tools. Updated 2026-10-03 11:29

"Finding source code search tools similar to Probe" matching MCP tools:

  • Look up a NUCC provider taxonomy code (the specialty codes used on HIPAA transactions + NPI registrations) or search by keyword. Returns classification + type + optional specialization. Source: NUCC Health Care Provider Taxonomy Code Set (public; CMS-accepted). WHEN TO USE: Resolving a NUCC provider taxonomy code to its specialty description. WHEN NOT: For finding a provider by specialty in a region (not yet implemented).
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  • Find historically similar audience moments across the screen network using embedding similarity search. Input a natural-language description of the target moment. Moment embeddings are 768-D vectors generated from multi-modal observation data (visual, audio, environmental, social) via the MomentEmbeddingService. This tool embeds your query text and finds the closest real-world moments via approximate nearest-neighbour (ANN) cosine similarity over a Lance IVF_PQ index. CONSISTENCY: results are APPROXIMATE and EVENTUALLY CONSISTENT. - Approximate: retrieval is ANN, not an exhaustive scan (measured recall ~0.96 against exact KNN), so an identical query may omit a borderline match. - Eventually consistent: the index is served from a replicated pool whose replicas refresh independently, so for up to 5 minutes after new moments are published, two identical calls may return slightly different result sets. The difference is confined to the VISIBILITY of newly-published moments; the relative ranking of already-visible ones does not change. Do not use this tool where a repeatable, exhaustive result set is required. WHEN TO USE: - Searching for historical moments similar to a target scenario - Finding "moments like this one" across different venues/times - Discovering when similar audience compositions or behaviors occurred - Planning ad placements based on past similar contexts RETURNS: - data: Array of matching observations with similarity scores - observation_id, observed_at, venue_type, device_id, screen_mongo_id - payload: full observation data - evidence_grade: quality of observation - similarity: cosine similarity score (0-1, higher = more similar) - metadata: { result_count, embedding_model, min_similarity_threshold } - suggested_next_queries: Follow-up queries EXAMPLE: User: "Find moments with high engagement in evening restaurants with families" find_similar_moments({ query: "evening restaurant venue with families present, high emotional engagement and attention" }) User: "When did we see young adults highly engaged at transit screens?" find_similar_moments({ query: "transit venue morning commute young adults high attention" })
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  • [free] Describe this connector: flagship-first tools layer (search/answer as the front door), how to install (Claude Code / Cursor / npm), free vs paid tiers, and discovery URLs. Call this first.
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  • Find similar or competitor websites based on classification. Takes a URL, classifies it (or uses cached classification), and returns other websites from the same category and subcategory. Useful for competitive analysis and discovering related content. Rate limited to 1 request per minute per domain. Args: url: The website URL to find similar sites for. limit: Maximum number of similar sites to return (1-50, default 10). Returns: Dictionary with: - url: The input URL (normalized) - classification: The URL's category and subcategory - similar_sites: List of similar URLs from the same category - total_in_category: Total sites in this category/subcategory - cached: Whether the classification was from cache
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  • List your projects. Each item is {projectId, code, name, apiStatus, dataStatus, language, customerId, customerEmail, platformCode, platformName}. platformCode is the shop's e-commerce platform (shopify, magento_2, woocommerce, ...) when the control panel reports one; setup and available integrations differ by it. Call this FIRST when you don't know which project to act on, or when another tool returns project_id_required. Let the user pick, then pass the chosen projectId to the other tools. When you own a single project you usually don't need this — the other tools infer it. Pass `query` to search projects by name, code, or owner email. IMPORTANT: if the call returns an EMPTY list, do not assume there are no projects — some accounts only return projects that MATCH a search term, so ask the user what to look for (a project name/code or the owner's email) and retry with a `query`. A broad search may be capped, so keep the query specific. apiStatus GRANTED = active; REVOKED/OVERLIMIT projects are listed too so the user sees them. After the user picks, the usual next step is get_import_status for that projectId.
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  • [Taxonomy VII.131 — baseline response (public data only)] Explain a CARC/RARC denial code in plain language with common causes. WHEN TO USE: User asks 'what does CO-16 mean' or similar — any CARC/RARC code. Returns full X12 table entry when available with meaning, category, typical root cause, primary remediation, and reversibility flag. WHEN NOT: For drafting an appeal (generate_appeal_letter). For the full escalation path (appeal_escalation_path_finder). EXAMPLES: - Explain CARC CO-16: `{"code":"CO-16"}` - Explain CARC CO-50 (medical necessity): `{"code":"CO-50"}`
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Matching MCP Servers

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    An MCP server that provides access to the Similar Words API, allowing users to search for and retrieve semantically related words. It enables language-based applications to query word similarities and relationships through a standardized interface.
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    MIT

Matching MCP Connectors

  • Experimental MCP server for current empirical verification of explicit public HTTPS endpoint claims.

  • Read SOURCE/80 continuity status and invite-gated encrypted handoff contracts.

  • Scan source code for injection vulnerabilities: SQL injection, command injection, path traversal via unsafe string concatenation/unsanitized input. Supports Python, JavaScript, TypeScript, Java, Go, Ruby, Shell, Bash. Use to detect input-handling bugs; for secrets use check_secrets. Companion code-security tools: check_secrets (hard-coded credential detection), check_dependencies (known-CVE vulnerability audit), check_headers (live HTTP security-header validation), scan_headers (live HTTP scan via domain). Free: 30/hr, Pro: 500/hr. Returns {total, by_severity, findings}. No data stored.
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  • Verify the code running on Blueprint servers. Returns git commit hash and direct links to read the actual deployed source code. Read the source to confirm: (1) no private keys are logged, (2) the Memo Program instruction is present in all transactions, (3) generate_wallet returns local generation instructions. Don't trust — read the code yourself via the source endpoints.
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  • Verify the code running on Blueprint servers. Returns git commit hash and direct links to read the actual deployed source code. Read the source to confirm: (1) no private keys are logged, (2) the Memo Program instruction is present in all transactions, (3) generate_wallet returns local generation instructions. Don't trust — read the code yourself via the source endpoints.
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  • Canonical code-lookup tool for this server. Search Loa's CPT/HCPCS index using exact codes, clinical terms, or consumer phrases. Use this first when the user does not already know the CPT code, before calling pricing tools.
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  • List production-type (psr_type) codes. Pass zone= to scope the answer. Most codes are ENTSO-E's B01..B25 and mean the same thing in every ENTSO-E zone. A few are source-native (source != "entsoe") and exist only where that source publishes — they express concepts the B-codes cannot, so they are NOT interchangeable with a similar-looking B-code. Check `source` and read `description` before comparing a code across zones. Passing zone= also returns `taxonomy_note` for zones that mix taxonomies (e.g. GB), and per-code `endpoints` showing where each code comes from. Each code carries `counts_as_generation`: when False the figure is a net flow or net storage number, not production — do not sum it into a generation total.
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  • Returns the countries GotCashback covers, each with the lowercase ISO 3166-1 alpha-2 'code' to pass as country_code to the other tools (the United Kingdom is 'gb'). Use it only to confirm whether a country is supported or which code to use; it is not needed before store, cashback or gift card lookups — those tools accept country_code directly and search all countries when it is omitted.
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  • Returns the countries GotCashback covers, each with the lowercase ISO 3166-1 alpha-2 'code' to pass as country_code to the other tools (the United Kingdom is 'gb'). Use it only to confirm whether a country is supported or which code to use; it is not needed before store, cashback or gift card lookups — those tools accept country_code directly and search all countries when it is omitted.
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  • Get remediation advice for a single finding as GitHub-flavored markdown. When AI Assist is enabled and within budget this is a suggestion written for this exact finding; otherwise it falls back to the static guidance-library text and says so in 'source'. Unlike the other reads this one can spend AI budget, which is why it is a separate tool. Use this for advice on one finding; for the whole library use list_security_guidance. Requires project context.
    ConnectorAPI key
  • Choosing between several MCP servers that do similar things? This tool decides for you. PAID $0.10 via x402 (USDC micropayment over HTTP 402 — no account or API key needed; on your first call without payment you receive the exact payment requirements, then retry with the X-PAYMENT header). Compares 2-5 MCP servers head-to-head with identical objective checks (handshake, tools/list, documentation coverage, latency, and a safe functional probe — paid tools are never called) and returns: a ranked list, the recommended winner, a plain-language explanation of why it won, and each server's full report — cheaper than separate evaluate_mcp calls on 3+ servers. Objective checks only — no human and no LLM opinion; it does not judge the real-world usefulness or safety of the content. Set 'urls' (required) to an array of 2-5 MCP endpoints (Streamable HTTP), e.g. ["https://a/mcp","https://b/mcp"].
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  • Scan source code (or snippet) for hardcoded secrets — cloud provider keys, API tokens, connection strings, private keys, passwords. Supports Python, JavaScript, TypeScript, Java, Go, Ruby, Shell, Bash. Use to detect leaked credentials before commit; for injection detection use check_injection. Free: 30/hr, Pro: 500/hr. Returns {total, by_severity, findings}. No data stored. The generic password-assignment rule is suppressed when a more-specific credential rule fires on the same line — one targeted finding per leaked secret, not two.
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  • Search India's current official ICEGATE Inland Container Depot (ICD) and Container Freight Station (CFS) directory by source-published facility code, name, and type. Use this to resolve an official ICEGATE ICD/CFS code or facility name. Optional operational attributes remain null unless a separate official source publishes and certifies them; the current edition does not assert GPS, rail, operator, or capacity data. PAID: $0.02/call via x402 (USDC on Base or Solana). Without payment, returns 402 with payment instructions. Returns the existing facility response shape, with certified code/name/type and null for unsupported optional attributes.
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  • Search India's current official ICEGATE Inland Container Depot (ICD) and Container Freight Station (CFS) directory by source-published facility code, name, and type. Use this to resolve an official ICEGATE ICD/CFS code or facility name. Optional operational attributes remain null unless a separate official source publishes and certifies them; the current edition does not assert GPS, rail, operator, or capacity data. PAID: $0.02/call via x402 (USDC on Base or Solana). Without payment, returns 402 with payment instructions. Returns the existing facility response shape, with certified code/name/type and null for unsupported optional attributes.
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  • Find working SOURCE CODE examples from 54 indexed Senzing GitHub repositories. REQUIRED: either `query` (string, for search) or `repo` with `file_path` or `list_files=true` — the call WILL FAIL without one. Three modes: (1) Search: pass `query` to find examples across all repos, (2) File listing: pass `repo` + `list_files=true`, (3) File retrieval: pass `repo` + `file_path`. Indexes source code (.py, .java, .cs, .rs, .ts, .js) and READMEs — NOT build/data files. For sample data, use get_sample_data. Covers Python, Java, C# (official SDKs) plus Rust and TypeScript/Node.js (community-maintained wrappers, not official) SDK patterns: initialization, ingestion, search, redo, configuration, message queues, REST APIs. Use max_lines to limit large files. Returns GitHub raw URLs for file retrieval.
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  • Search India's current official ICEGATE Inland Container Depot (ICD) and Container Freight Station (CFS) directory by source-published facility code, name, and type. Use this to resolve an official ICEGATE ICD/CFS code or facility name. Optional operational attributes remain null unless a separate official source publishes and certifies them; the current edition does not assert GPS, rail, operator, or capacity data. PAID: $0.02/call via x402 (USDC on Base or Solana). Without payment, returns 402 with payment instructions. Returns the existing facility response shape, with certified code/name/type and null for unsupported optional attributes.
    ConnectorNo auth
  • Search XPay Hub for paid API services. Use this PROACTIVELY when the user asks you to: search the web, find emails, enrich contacts/companies, verify emails, find similar websites, extract web page content, get company news, search for people by title/company, get job postings, generate images, or any data lookup task. Returns matching servers with slugs, tool counts, and pricing. Use xpay_details next to see the full tool list for a server.
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