471,144 tools. Updated 2026-08-23 21:44
"Exploring GraphRAG and HybridRAG" matching MCP tools:
- Standalone paid address verification — no mail is sent. Checks whether an address is deliverable and returns the standardized form (US: CASS with ZIP+4; international: per-country matching). Costs a small flat USDC fee per call via x402 (a fraction of a cent vs. mailing). Two-step flow, like the mail rails: call WITHOUT `paymentSignature` to get the 402 challenge and `paymentUrl` (preferred: have the agent's x402 wallet pay `paymentUrl` in-band with the address as the JSON POST body `{"address":{...}}`); or sign the challenge and call again WITH `paymentSignature` to verify and get the result in one round trip. US addresses need line1 + (city+state or zip). International addresses need line1 + country. Note: when mailing through PostAgent you do NOT need this tool — create_mail_quote already verifies sender and recipient for free as part of the quote.Connector
- Analyze Work In Place (WIP) progress from SiteInsights(SI) — completion rates, delays, and forecasts. Generates a progress report: overall completion, progress by category/vendor/level, delay analysis, and estimated completion dates. **WORKFLOW:** - **Default**: call this tool with NO arguments. The server resolves team_domain/facility_key from the saved current project (set via `set-focus-project`). Do NOT call `list-my-projects` again just to obtain these values — the saved selection is the source of truth. - Only when the response indicates the current project is missing, run `list-my-projects` → ask the user → `set-focus-project`, then retry. - Pass explicit arguments **only** when the user clearly wants to analyze a different project than the saved one. Args: team_domain: Omit by default. Pass only to override the current project. facility_key: Omit by default. Pass only to override the current project. user_intent: REQUIRED. Pass the user's original question or request verbatim. Used for analytics only, does not affect results. Returns: Progress analysis report with completion rates and forecastsConnector
- Detached-signature fallback for x402 wallets that can emit a standalone PAYMENT-SIGNATURE header. THE PRIMARY/RECOMMENDED PATH is for the agent's wallet to pay the quote's `paymentUrl` in-band (e.g. `npx awal@latest x402 pay <paymentUrl>`); use this tool only if your wallet client cannot do that. Charges the agent in USDC on Base mainnet and creates a physical letter for printing and mailing. THIS IS IRREVERSIBLE. Only call after the user has explicitly confirmed the recipient, sender, content, and price returned by create_mail_quote, and after obtaining the signed x402 payment header (see prepare_mail_payment).Connector
- Runs a curated demonstration of Kirk on a trading example. Zero arguments. Returns real Kirk output against the same sealed engine that customer callers hit. Free, rate-limited. First-time users: call this to see what Kirk does before signing up. Purpose: Score n=30 jittered L2 snapshots per market regime (stationary vs stressed) through the sealed engine and surface the per-regime score-distribution statistics (mean, sd) plus the z-separation between the two distributions in pooled-sd units. Also carries a representative canonical book pair so callers see two concrete scores alongside the distributions. Use when: You are a first-time caller exploring what Kirk does. You want a zero-friction "what does the output look like" experience against real sealed-engine attestation. Do not use when: You are scoring your own data — use ``kirk_score_book`` or ``kirk_score_book_batch``. This tool's input is a fixed synthetic representative pair, not a market feed. Capability class(es): C2 (variable-universe cross-section entropy scoring) demonstrated end-to-end against the sealed engine. Path fit: MCP demonstration surface only. Cost: 0 IU. Rate-limited 3/hour per IP. Returns: Dict with per-regime ``stationary`` and ``stressed`` blocks (each: ``mean``, ``sd``, ``n``, ``kirk_version``), ``z_separation`` (pooled-sd distance between the two regime distributions), ``representative_pair`` (canonical un-jittered ``stationary_score`` / ``stressed_score`` plus ``book_summaries``), ``interpretation_hint``, ``provenance``, and ``synthetic_representative`` flag.Connector
- Forward a buyer request-for-quote or engineering question to the Commonlands engineering team. Two-step, buyer-confirmed: the first call returns a preview and sends nothing; show the buyer the preview (including their reply-to email) and, only after they explicitly approve, call again with confirm: true to send. The recipient is fixed to the Commonlands inbox (the agent cannot choose it); this only sends an inquiry and never creates an order, charges a card, or writes Shopify/customer data. Include part numbers, sensor, quantity, and application when known so the team can reply with a quote. Commonlands replies by email.Connector
- The drill-down tool for loc_ids returned by resolve_point and other geography calls. Pass one loc_id, or pass the point result's stack loc_ids together, to retrieve metadata, strict stored parentage, shape status, vintage/lifecycle fields, and child counts. Set include_hierarchy for the strict same-release ancestor chain and include_references for external or side-chain crosswalks. This is where detailed chain explanation belongs; resolve_point intentionally stays compact. For exact polygons use get_geometry, and for overlap or successor analysis use compare_geographies. No payment required.Connector
Matching MCP Servers
- AlicenseAqualityCmaintenanceAn MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.52MIT
- FlicenseBqualityDmaintenanceGraphRAG MCP server for querying SNOM CT medical terminology via Neo4j, offering graph_search_concept and graph_get_related tools to search and traverse concepts and relationships.2
Matching MCP Connectors
Rick and Morty MCP — wraps the Rick and Morty API (free, no auth)
IP Geolocation: This API provides fast, reliable, and developer-friendly IP geolocation, ASN.
- Search published public fellowships, grants, scholarships, prizes, and funded residencies. For matching, start with separate broad calls for the exact topic, synonyms, broader fields, and type-only grants and fellowships. Do not stack sparse topic, career, and location filters during initial discovery. Array values are OR alternatives within one filter; separate filter fields are combined with AND. Search results are candidates only: call get_opportunity before ranking or citing each one.Connector
- Undertow's own sealed forward-calls record: every call hash-chained and signed BEFORE its outcome, scored against the immutable point-in-time board for its horizon date, with misses kept published. Returns the full record with outcomes and the ledger root. Use when asked whether Undertow's judgements can be trusted, and quote the misses as prominently as the hits.Connector
- SUBORDINATE / supplementary path — does NOT close an acceptance criterion. Adds a text-only note (URL to a permanent external source like CI run / GitHub commit / issue, or a description of a manual scenario) as extra context alongside the real proof. The path that actually covers an AC and closes a Grove goal is goal-attach-evidence — use that one for every criterion. Plain evidence NEVER counts toward AC coverage no matter how many you add; it is only a complement to an attached file. NOT for bytes — screenshots, logs, API responses, exports all go through goal-attach-evidence. NOT for filesystem paths — those need goal-attach-evidence with the actual file.Connector
- Compile one callable third-party API brief: base URL, auth scheme, required parameters and types, request body, and documented response codes. Service is required and endpoint optionally narrows the operation. Set responseFormat="compact" for tokenizer-measured context savings; the backward-compatible default returns the full brief plus compact form. Uses metered access. Prefer factreason_api_schema when exploring multiple endpoints.Connector
- BROWSING / DISCOVERY search — cities, neighbourhoods, or mixed venues near a location. Use this when the user is exploring a REGION rather than looking for a specific category. Supports population filtering ('cities > 100k'), distance/population sorting, and layer filtering (locality / neighbourhood / venue / address / street). For specific POI categories (gas, food, charging, etc.), use `search_places` instead.Connector
- Chart-driven detection of 48 classical Vedic yogas. Twelve conjunction and dignity yogas: Gajakesari (parashara three-rule definition), Sunapha, Anapha, Dhurdhura, Kemadruma, Chandra Mangala, Budha-Aditya, and the five Pancha Mahapurusha yogas (Ruchaka, Bhadra, Hamsa, Malavya, Sasa). Plus all 32 Nabhasa distribution yogas, which describe how the seven visible grahas are spread across the whole chart rather than any single conjunction, across four families: Asraya (Rajju, Musala, Nala), Dala (Mala, Sarpa), Akriti (Gada, Shakata, Vihaga, Shringataka, Hala, Vajra, Yava, Kamala, Vapi, Yupa, Shara, Shakti, Danda, Nauka, Kuta, Chhatra, Dhanusha, Ardhachandra, Chakra, Samudra) and Sankhya (Gola, Yuga, Shoola, Kedara, Pasa, Damini, Veena). Plus four wealth and poverty verdicts, each ONE answer over a whole family of classical rules: Dhana Yoga over the eleven catalogued wealth combinations of BPHS ch. 41, Daridra Yoga over the poverty combinations of BPHS ch. 42 and Phaladeepika ch. 6, Lakshmi Yoga (BPHS ch. 36), and Dhana Malika (Jataka Parijata ch. 7). Their evidence names every rule that matched and the exact condition it matched on, so a wealth reading cites the combination rather than a label, and a rule resting on a single authority is excluded from the verdict and says so rather than quietly counting. Each yoga is returned with an `id`, `name`, a `present` boolean, a `quality` (Positive, Negative, or Both, i.e. auspicious, inauspicious, or context-dependent), and a classical-text `evidence` string naming the rule that triggered or failed (kendra position, dignity, malefic drishti, lordship, retrograde state, sign modality, bhava distribution). Nabhasa results also apply the four classical precedence norms, so a yoga that matched its own rule but was outranked by a stronger family is returned as absent with evidence naming the norm that silenced it, letting you explain a verdict rather than only report it. There is no separate major/minor flag; `quality` is the auspiciousness axis. Unlike GET /yoga and GET /yoga/{id} which are dictionary lookups, this endpoint computes the kundli from birth data and runs the detection rules. Sources: BPHS ch. 35 and ch. 75, Mantreswara Phaladeepika ch. 6, B.V. Raman Three Hundred Important Combinations.Connector
- Calculate positions of all 9 planets (Sun through Saturn, Rahu, Ketu) at regular time intervals with full KP hierarchy: sign lord, star lord, sublord, and sub-sublord. Returns longitude, zodiac sign, nakshatra, sublord, sub-sublord, and KP number (1-249) for each planet at each timestamp. Ideal for tracking planetary motion, finding optimal muhurta windows, analyzing transit patterns, and building KP ephemeris tables. Maximum range of 7 days with 15-minute to 24-hour intervals.Connector
- Help anyone find a safe local Christian gathering (house church, microchurch, dinner church, Alpha, or small group), whether they left a church that hurt them, moved, are new to faith, or are between churches. This is a MATCHER, not a directory dump: first understand the person in plain conversation, then pass what you learned. Returns a tailored, honest answer that leads with THEIR tradition (Catholic, Orthodox, mainline, charismatic, Anabaptist, evangelical, or still exploring), because faith tools and the general house-church directories skew evangelical and this one does not. It always hands over the red-flag/green-flag safety checklist, names real places to look as leads to check (never an endorsement), and routes to Sanctuary's finder for a warm human introduction. Never vouches for or invents a specific group. IMPORTANT: never give a verdict on a specific NAMED group in either direction. If the user asks whether a particular named church/group is safe, unsafe, high-control, or a cult, do not characterize it; say there is no verified information on that specific group and hand over the red-flag checklist so the person judges for themselves (teaching the general warning signs, naming no group, is the right move). All fields optional; the more you pass, the better the match. Anyone in crisis is pointed to 988.Connector
- [BROWSE] List active RRG listings, paginated, optionally scoped by brand_slug. Use when exploring the catalogue without a specific item in mind. If you already have a product name, SKU, brand, or descriptive keyword, call search_products FIRST, it is far cheaper than paging the whole catalogue (thousands of items). Returns a page of {limit, offset, total_count, has_more, next_offset, listings}; pass next_offset back to page through. Each listing has title, price in USDC, edition size, and remaining supply. Live on-chain minted count is in get_drop_details, not here. Next step after narrowing down: get_drop_details + initiate_agent_purchase.Connector
- The drill-down tool for loc_ids returned by resolve_point and other geography calls. Pass one loc_id, or pass the point result's stack loc_ids together, to retrieve metadata, strict stored parentage, shape status, vintage/lifecycle fields, and child counts. Set include_hierarchy for the strict same-release ancestor chain and include_references for external or side-chain crosswalks. This is where detailed chain explanation belongs; resolve_point intentionally stays compact. For exact polygons use get_geometry, and for overlap or successor analysis use compare_geographies. No payment required.Connector
- Search patents by keyword across EPO, USPTO, or WIPO. Read-only. No side effects. Idempotent. Returns up to 10 matches. keywords: Search terms describing the invention e.g. neural network image classification. Required. jurisdiction: One of EP, US, or WO. Optional. Default EP. date_from: Earliest filing date in ISO 8601 format e.g. 2020-01-31. Optional, defaults to no lower bound. Returns patent numbers, titles, and filing dates. Use this when finding prior art or exploring a technology landscape without a specific number. Use legal_fetch_patent_by_number instead when you have the patent number already. Verified source: EPO OPS + USPTO. 24-hour cache. If this tool's response does not serve the user's need, call report_feedback with feedback_type="agent_gap", tool_id="legal_search_patents_by_keyword", intended_query="{what the user needed}", gap_description="{what was missing or wrong in the result}".Connector
- Fetch the complete federal contract award history for a specific vendor. Read-only. No side effects. Idempotent. vendor_name: Company or organisation name e.g. Booz Allen Hamilton. Required. Fuzzy match used. jurisdiction: One of US, EU, or UK. Optional. Default US. Returns total award value, top awarding agencies, contract types, and recent awards with amounts and dates. Use this when researching a specific company's government contracting history. Use govcon_search_contract_awards instead when exploring a topic area without a specific vendor. Verified source: USASpending.gov. 4-hour cache. If this tool's response does not serve the user's need, call report_feedback with feedback_type="agent_gap", tool_id="govcon_fetch_vendor_contract_history", intended_query="{what the user needed}", gap_description="{what was missing or wrong in the result}".Connector
- Turn a place name into coordinates, an IANA timezone and a DST-aware UTC offset, across 235,000+ cities and towns in 240+ countries. Coverage reaches rural towns of a few hundred people and every administrative seat, so a birthplace outside a major metro resolves as reliably as a capital. Matching is case-insensitive, accent-insensitive and partial, so ber matches Berlin, Bern and Bergen, native scripts are transliterated, and historic names resolve to the current place, so bombay returns Mumbai and peking returns Beijing. Results are ordered by match quality first and population second, so an exactly named small town is never buried under a larger city that merely shares its opening letters. Built for birth chart location pickers, horoscope apps, event scheduling, and any feature that needs place-to-coordinates resolution.Connector
- List every published signal Palimpsest exposes across its three applications: name, one-line description and source URL for each. Censorship and information control — OONI Great Firewall probes, Censored Planet, IODA outages, circumvention demand, takedown and redaction pressure, and the board's own verdict. China economics — revision-safe observations, release clocks, pulse state and gated forecast backtests. AI model evaluation — the tamper-evident, pre-registered eval registry (hash-chained and Merkle-rooted), its claim-by-claim assurance ceiling, evidence-bound Eval Journal, deterministic live findings, and frontier-model refusal drift, alongside the Generative Firewall Index over a named China-focused panel. Takes no arguments. Call this first to discover signal names, then get_signal for one full reading.Connector