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204,685 tools. Last updated 2026-06-15 00:34

"Open Source Data Resources and Information" matching MCP tools:

  • Returns a list of published articles by their exact slugs (slugs), for example: kano-model, jobs-to-be-done, from the provided raumnebenan source. Use this when you already know the exact article slugs from the Reader structure (pillar -> story -> article). If the slugs are unknown, use search_articles first and then get_articles_by_uuids. Use only this tool output; do not use external or inferred data. If required information is missing in this source, respond that it is not available in the provided source. Only JSON-RPC 2.0 requests are supported.
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  • Search open rulemakings and public comment periods on Regulations.gov and the Federal Register. Read-only. No side effects. Idempotent. US federal only. keyword: Topic keywords e.g. artificial intelligence, data privacy. Required. agency: Agency abbreviation e.g. FTC, FDA, SEC, EPA. Optional, defaults to all agencies. status: One of open, closed, or all. Optional. Default open. Returns docket title, agency, comment deadline, docket ID, and document count. Use this when monitoring regulatory activity on a topic. Use regulatory_fetch_docket_details instead when you have a docket ID and need full detail. Verified source: Regulations.gov + Federal Register. 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="regulatory_search_open_rulemakings", intended_query="{what the user needed}", gap_description="{what was missing or wrong in the result}".
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  • Fetch raw Instagram post-page data by shortcode. Use this when the user needs fresh raw Instagram post metadata that is not guaranteed on regular cached post-list endpoints yet, including coauthors, tagged users, paid partnership metadata, product mentions, music attribution, location, display resources, and video versions.
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  • Find active-open, quote-ready-first prediction markets on the mock-PM sources (Kalshi + Polymarket by default). Returns source, slug, quoteable outcome externalMarketIds, freshness, volume/liquidity/spread, and decisionSupport. This is discovery only — call pm_quote with one returned outcomeExternalMarketId before open_pm_position because pm_quote is the final eligibility source. Paper trading only — virtual funds (50,000 mUSD). Not financial advice.
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  • Searches published article content from the provided raumnebenan source with case-insensitive text matching. Use this as the first discovery step when the exact slug or id is unknown, then call get_article_by_id for full details. Use only this tool output; do not use external or inferred data. If required information is missing in this source, respond that it is not available in the provided source. Only JSON-RPC 2.0 requests are supported.
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  • Search Europe PMC, a broad open-access biomedical corpus. Surfaces preprints (`source: PPR`), patents (`source: PAT`), Agricola (`source: AGR`), plus everything in PubMed (`MED`) and PMC. Use when additional coverage is needed — preprints and EPMC-only OA records are the typical recovery. Paginate via `cursorMark`. Defaults to `MED`, `PMC`, and `PPR`; pass `sources` to include `PAT` / `AGR`.
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Matching MCP Servers

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    Enables access to Hong Kong government's official open data portal (DATA.GOV.HK) through natural language queries. Supports searching datasets, browsing categories, and retrieving detailed information about Hong Kong's public data resources.
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    MIT
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    MCP server to query public open data from Recife, Brazil using natural language. It exposes tools for schema exploration and SQL query generation via Gemini 2.5 Flash, backed by a local DuckDB database.
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    MIT

Matching MCP Connectors

  • Your AI Agent's Infrastructure Layer. Connect Claude, Copilot, Codex, or ChatGPT to 200+ managed open source services. Start databases, pipelines, and applications through natural language.

  • Open Notify MCP — ISS position + people in space

  • As a Chief Human Resources Officer (CHRO), benchmark executive compensation packages against peer companies using public SEC filings and private compensation data from Equilar and Bloomberg. Inputs include executive name, title, company ticker, and peer group criteria. Outputs structured compensation metrics (base salary, bonus, equity, total compensation) with source attribution and confidence scores.
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  • Fetch raw Instagram post-page data by shortcode. Use this when the user needs fresh raw Instagram post metadata that is not guaranteed on regular cached post-list endpoints yet, including coauthors, tagged users, paid partnership metadata, product mentions, music attribution, location, display resources, and video versions.
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  • Full metadata for one dataset (CKAN package_show) including its resources/distributions with download URLs. Use a dataset `name` (slug) or id from search_datasets. There is no datastore, so fetch `resources[].download_url`/`url` for the underlying data.
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  • Fetch a federal account's budget data: total obligations, gross outlays, and budgetary resources. Federal accounts connect appropriations law to actual agency spending. Account codes appear in usaspending_get_award account_obligations_by_defc field and are formatted as AGENCY-MAIN (e.g., 097-0100 for DoD Operation and Maintenance). Returns account metadata and current fiscal year financial totals.
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  • Returns all dataset categories and popular tags available on the Nova Scotia Open Data portal. Use this first to discover valid category names before calling search_datasets with a category filter.
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  • Get basic information about a Compute Engine Commitment, including its name, ID, status, plan, type, resources, and creation, start and end timestamps. Requires project, region, and commitment name as input.
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  • Full dataset record by id or slug (CKAN package_show), including its resources. Each resource has a download "url" (often PDF/CSV/XLSX) and a "datastore_active" flag; resources with datastore_active=true can be read row-by-row via datastore_query using the resource "id".
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  • Bitcoin LIGHTNING NETWORK aggregate statistics — network infrastructure metrics only, NO price data. Returns node count, public channel count, total public channel capacity (in BTC and satoshis), average + median channel capacity, the Tor / clearnet / unannounced node split, and the average fee rate (ppm) — plus a human summary and the snapshot date. Lightning is Bitcoin's layer-2 payment network; these are its routing/topology metrics. Source: mempool.space public REST API (open-source Bitcoin explorer, AGPL-3.0). Keyless, ~10 min cache. HARD CONSTRAINT: capacity is a NETWORK metric in BTC/sats — never a fiat valuation or market price. Not financial advice.
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  • Return the Claidex MCP feature map, configured storage/model providers, safety controls, resources, prompts, and tool counts.
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  • Fetches the top 15 trending HuggingFace models sorted by likes in the last 7 days. Each item includes id (author/name), likes, downloads, pipeline tag, and url. Source: huggingface.co/api/models. Cache TTL 10min. Use when the agent needs to surface what the open-source AI community is paying attention to right now.
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  • Retrieve full schema and metadata for a Nova Scotia Open Data dataset by its 8-character identifier (e.g. '3nka-59nz'). Returns all column field names, data types, and descriptions — essential before calling query_dataset so you know the exact field names to use in $select and $where clauses.
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  • Get a fresh, CITEABLE source + timestamp for a current datapoint — so you can cite it, not guess. Pass ANY tool, source, or topic (earthquakes, current_weather, USGS, Open-Meteo, …) for its authoritative source + licence + attribution + verify URL, or a software product (python, nodejs, …) for its live latest-version citation.
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  • Get known public subsidies (subventions publiques) received by an association, resolved to its RNA from French open data. Returns yearly grants with funder (attribuant), purpose (objet) and amount. IMPORTANT: NON-exhaustive — only covers local authorities (collectivités) that publish SCDL open data, NOT the State. Absence of data does NOT mean the association received nothing. The RNA only lists loi-1901 associations.
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  • Dataset statistics and source/release metadata for MyVariant.info (available data sources, build versions, total variant counts).
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