"A server for understanding and navigating codebases" matching MCP tools:

• govuk_grep_contentA

  GOV.UKA

  Find body sections in a GOV.UK content item matching a pattern. Returns a list of `{anchor, heading, snippet, match}` hits — small per-section snippets centred on the match — so the LLM can decide which full sections to read via govuk_get_section. Use this when answering content-based questions ("what does this guide say about X?", "find the bit about eligibility") rather than navigating by section number. Pattern is regex; if it doesn't compile, falls back to literal substring.

  ConnectorNo auth

• gov_govuk_grep_contentA

  UK Business Tools - LedgerhallB

  Find body sections in a GOV.UK content item matching a pattern. Returns a list of `{anchor, heading, snippet, match}` hits — small per-section snippets centred on the match — so the LLM can decide which full sections to read via govuk_get_section. Use this when answering content-based questions ("what does this guide say about X?", "find the bit about eligibility") rather than navigating by section number. Pattern is regex; if it doesn't compile, falls back to literal substring.

  ConnectorNo auth

• get_truss_informationA

  TrussA

  Published Truss information by topic. Localized topics (overview, about, services, engagement, fit, faq) use locale, default en; pass he for Hebrew. Language-independent topics (identity, certifications, testimonials, clients, contact) ignore locale for content selection. Prefer get_truss_overview or topic overview for broad business understanding; prefer list_truss_services for the complete service catalog.

  ConnectorNo auth

• subnet_calculatorA

  calc.engineerA

  Calculate IPv4 subnet details from CIDR notation. Parses a CIDR block (e.g. 192.168.1.0/24) and returns the network address, broadcast address, subnet mask, wildcard mask, first and last usable host addresses, total and usable host counts, prefix length, and classful IP class (A/B/C/D/E). Essential for homelab network planning, VLAN segmentation, firewall rule design, and understanding address space allocation. Handles special cases for /31 point-to-point links (RFC 3021) and /32 host routes.

  ConnectorNo auth

• find_operationsA

  apis-ioB

  UNDERSTANDING — CATALOG-WIDE operation search: which providers expose a path matching your terms. "Who has a POST /refunds" had no answer before this — tags are what a company says about itself, a path is what its API accepts. Terms match path SEGMENTS (all must appear), so q="payment intents" finds /payments/v1/intents. Add method to narrow by verb, deprecated=true for the retiring ones. One row per real operation: a provider's spec is split per tag, so the same call can live in several of its documents, and `apis` lists them all. Reads matching providers' surfaces up to max_providers (cap 100) and tells you in `meta.query.truncated` when more matched than were read. Priced per result — $0.005 per request plus $0.0002 per record returned (less past 100), capped at $0.50 a request, under pay-as-you-go; included in Understanding and Influence. Estimate first at /api/v1/prices/estimate. See apis://prices.

  ConnectorNo auth

• insights_industriesA

  apis-ioB

  UNDERSTANDING — the demand-side industry rollup: the sectors the profiled companies fall into. Each row carries TWO counts and they answer different questions: `company_count` is the research roster, `profiled_count` is how many of those you can actually read back via find_company_insights(industry:) — size a cohort on profiled_count. The counterpart to find_industries, which counts SUPPLY (providers publishing APIs into a vertical) — this counts DEMAND (companies buying into it). Comparing the two is how you find a sector with buyers and no sellers. Priced B2 (cross-catalog synthesis) — $0.05 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• get_trident_specA

  tridentA

  Returns the complete Trident 2D specification including grammar, syntax rules, coordinate system, containers, nodes, connections, shapes, and icon reference. Use this when you need deep understanding of the Trident DSL.

  ConnectorNo auth

• list_sectionsA

  Pine ScriptA

  USE WHEN navigating a large documentation file before reading a specific section. Returns a newline-separated list of # and ## headers (### excluded) in the file. AFTER calling this tool, call get_section(path, header) with a header from this list. Data sourced from bundled Pine Script v6 documentation.

  ConnectorNo auth

• get_mission_statsA

  mcp-serverA

  Get aggregate statistics about missions on the HomeVisto platform. Returns total counts, status breakdown, and average bounty information. Useful for understanding platform activity.

  ConnectorNo auth

• get_knowledge_statsA

  mcp-klever-vmA

  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.

  ConnectorNo auth

• vector_quantizeA

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

  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.

  ConnectorNo auth

• billing.statusA

  Admin SubstituteA

  Check subscription status, plan details, billing cycle, and feature access. Useful for understanding what the business can and cannot do on their current plan.

  ConnectorNo auth

• gbif_get_species_classificationA

  gbif-biodiversity-mcp-serverA

  Return the parent chain for a taxon — from kingdom (or domain) down to the immediate parent of the queried taxon — as an ordered array. Each entry has its rank, canonical name, and taxon key. The array is returned root-first (kingdom → phylum → class → … → immediate parent of the queried taxon); the queried taxon itself is not included — call gbif_get_species for its own record. Useful for building taxonomic trees or understanding placement without navigating the backbone level-by-level.

  ConnectorNo auth

• get_categoriesA

  FundingLandscapeA

  Browse all funding categories with opportunity counts. Categories include: Grant, Construction, Goods & Services, Professional Services, Technology, Healthcare, Research, and more. Useful for understanding what types of opportunities are available. Does not count toward your monthly searches.

  ConnectorNo auth

• eu_parliament.meps.detailsA

  apibaseB

  Retrieve the full profile and complete parliamentary membership history of a specific MEP by their numeric CODICT identifier. Returns the MEP's name, date of birth, gender, and all committee, political group, intergroup, and delegation memberships with start/end dates and roles. Use the meps.list tool to look up MEP identifiers. Useful for understanding an MEP's committee responsibilities, political affiliations over time, and interparliamentary delegation work. Data source: European Parliament Open Data API v2 — CC BY 4.0, no auth required.

  ConnectorNo auth

• execute_browser_sessionA

  MonocrawlA

  Execute JavaScript in an existing account-owned browser page, optionally navigating first. Code can click, type, submit forms or change a website: review the exact code and URL. Omit confirm to inspect the session and proposed parameters without running code. Execution is charged separately from session creation: read its current price with get_endpoint web/sessions/execute. Requires confirm=true, an idempotency key and max_credits. Use call_endpoint web/sessions/get for status. This controls a hosted browser, not a local shell.

  Connector

  Destructive

  No auth

• pg_kalshi_market_detailsA

  predictionguardB

  Detailed Kalshi market or event info. Pass 'ticker' for a single market (returns yes/no bids+asks, last price, volume, OI, spread, hours until close) or 'event_ticker' for all markets in an event (multi-outcome). Includes the rules_primary text (Kalshi's settlement criteria) which is critical for understanding resolution risk.

  ConnectorNo auth

• get_france_overviewA

  IA-Asso.fr — French Associations RegistryA

  Get nationwide association statistics for France. Returns total associations across all regions and departments, top regions, top departments, and overall distribution insights. Useful for understanding the French associative landscape.

  ConnectorNo auth

• webpage_forwardA

  Robot Actions — Remote Device ControlA

  Navigate the device browser forward one entry in its session history (history.forward()) — works on BOTH iOS Safari and Android Chrome. Same verify-then-fallback contract as webpage_back: confirms the URL actually changed, falls back to navigating straight to the tracked next URL when the in-page call did nothing, and reports `via` plus a `reason` on genuine failure rather than a false navigated:true.

  ConnectorOAuth

• web_snapshotA

  Robot Actions — Remote Device ControlA

  Accessibility tree of the DESKTOP grid browser page (by pageId), as text — for finding elements and understanding layout. Not a device: the equivalent for a phone or tablet is webpage_snapshot (by udid).

  ConnectorOAuth

• browser_take_screenshotA

  DialogBrainB

  Capture a PNG screenshot of the page or a specific element. Returns base64-encoded image bytes AND a file_id (persisted in DialogBrain files storage). Pass file_id straight to messages.send(attachment_file_ids=[file_id]) — do NOT call files.upload again. Use sparingly — favor browser.snapshot for structured DOM understanding.

  ConnectorAPI key