Cloud & Databases

Gdelt

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GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)

Geoboundaries

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geoBoundaries MCP — open database of political administrative boundaries.

Geonames

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GeoNames MCP — GeoNames geographical database API

Get on Board Recruiter MCP Server

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Search tech candidates in Latin America through Talent Database and find the best match for your open positions — directly from your favorite MCP client.

• Whoami: Confirm the recruiter and company authorized for this MCP connection.
• Search Talent: Search Talent Database professionals with the authorized company context. The primary candidate-sourcing tool — call it directly whenever the recruiter provides a brief. When the recrui
• List Jobs: List the authorized company's active hiring processes (open job postings). Use only when the recruiter asks about their own jobs or wants to source candidates for a specific role they alrea

GetMyCert

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13,000+ IT certification practice questions for AI agents across 26 certs (AWS, Azure, GCP, CompTIA, CISSP, PMP, Kubernetes, Terraform, Cisco, Salesforce).

• List Certifications: List all available IT certification slugs you can get practice questions for.
• Get Cert Questions: Get practice questions for an IT certification. Costs ~$0.01 USDC via x402 micropayment on Base network, or use an API key. Returns questions with optional answers.

GetMyCert Questions

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AI-native IT certification practice questions for 27+ certs (AWS, Azure, GCP, CompTIA, CISSP, and more).

• List Certifications: List all available IT certification slugs you can get practice questions for.
• Get Cert Questions: Get practice questions for an IT certification. Costs ~$0.01 USDC via x402 micropayment on Base network, or use an API key. Returns questions with optional answers.

getstopover

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GetStopover is the stopover knowledge layer for flights: a curated, official-source database of 28 airline stopover programs (free hotels, free city tours…

• Check Stopover Eligibility: Check whether a flight layover qualifies for an airline stopover program perk (free hotel, free city tour, free transit visa). Returns the verdict, the qualifying window, h
• List Stopover Programs: List airline stopover programs in the GetStopover curated database, optionally filtered to free-hotel programs, a country, or an airline.
• Usable Layover Time: Estimate how much real city time a layover gives after subtracting arrival immigration, transport to the city and back, and a conservative re-entry buffer before the onward flight

Glasswarp

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See and control a real Windows PC you own — from any MCP client.

• Demos.List: List showcase run contracts (id, title, install, command). Read-only catalog — does NOT start a session, touch a rig, or run solvers. Use when the user asks for Minesweeper/Mona Lisa/Paint
• Demos.Get: Return one showcase run contract (install, command, needs, framing). Does NOT execute the demo or control a PC. Call after demos.list when you know the demo_id. If the client can run shell,
• Rigs.List: List Windows machines (rigs) paired to this API key: id, name, online, api_access_enabled, and USABLE flag. Read-only — does not start a session. Call first before start_session. A rig is U

Global Database

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Verified company profiles, financials, ownership, registry records and business contacts.

Global Database

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Access comprehensive company data including financial records, ownership structures, and contact information.

• Check Api Key: Verify the API connection and return current user info. Returns: id, first_name, last_name, email, is_active, date_joined, last_seen. Call ONLY when the user explicitly asks whether the
• Get Company By Website: Look up a company by website URL or domain. Returns a full company profile. Accepts bare domains (tesco.com) or full URLs (https://tesco.com). Returns the full profile as sourc
• Get Company By Linkedin: Look up a company by LinkedIn URL or public ID. Returns a full company profile. Accepts full URLs (linkedin.com/company/global-database) or just the public ID (global-database

Gmail

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Manage your Gmail inbox � send and read emails, organize with labels, manage drafts and threads, handle attachments, and configure vacation auto-reply through…

• Gmail List Messages: List messages in the mailbox. Supports Gmail search syntax for filtering (e.g., from:, to:, subject:, is:unread, has:attachment).
• Gmail Get Message: Get a specific message by ID. Returns headers, body, labels, and metadata. Use format=full for parsed body or format=raw for RFC 2822.
• Gmail Send Message: Send an email message. Supports plain text and HTML body, CC, BCC, and replying to threads.

Gnomad

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Broad Institute gnomAD genomic variant database (GraphQL)

Gnosis Memory

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Persistent memory and vector search for AI agents.

Go vulns: CVEs per module, fixed versions.

• Data Preview: ✅ No API key needed — call this now. Listing: govulnwatch: Go Vulnerability Database Tracker. Price 0.01 USDC/query (max 20 queries/session). Sample questions: What Go vulnerabilities we
• A2awire Guide: ✅ No API key needed — call this now. Navigator for the full A2AWire tool surface. Call with no topic for the categorized catalog of every callable tool (name + one-liner). Pass topic=es
• Find Paid Work: ✅ No API key needed — call this now. Find paid work your agent can do right now on the A2AWire job board. Filter by capability (case-insensitive) and network (prefer testnet for cold-s

Go Vulnerability Database Tracker — buy per-query in-session (govulnwatch)

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Go vulns: CVEs per module, fixed versions.

GoldenFlow

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Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

GoldenFlow

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Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

• Transform: Transform a data file using GoldenFlow. Zero-config or config-driven.
• Map: Auto-map schemas between source and target files.
• Profile: Profile a data file showing column types, nulls, and patterns.

Google BigQuery

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Run SQL queries on BigQuery datasets, list tables, and inspect schemas.

• List Dataset Ids: List BigQuery dataset IDs in a Google Cloud project.
• Get Dataset Info: Get metadata information about a BigQuery dataset.
• List Table Ids: List table ids in a BigQuery dataset.

Google Docs

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MCP server for Google Docs : create, read, edit, format, and manage documents through 26 tools.

• Gdoc Create: Create a new Google Docs document with a title. Returns the document ID and metadata.
• Gdoc Get: Get a Google Docs document including its full content structure, headers, footers, and named ranges.
• Gdoc Insert Text: Insert text at a specific position in the document. Use index 1 to insert at the beginning of the body.

Google Drive

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MCP server for Google Drive API v3 : search, read, create, share, and manage files and folders.

• Gd Search Files: Search and list files in Google Drive. Use the q parameter for powerful search queries: name contains, mimeType, parent folder, trashed status, date filters. Returns file metadata wit
• Gd Get File: Get detailed metadata for a specific file or folder by ID. Returns all available metadata fields including size, owners, permissions, timestamps, and links.
• Gd Read File: Read/download file content. Returns text content for text-based files (txt, csv, json, html, xml, code). For binary files, returns file info. For Google Workspace files (Docs, Sheets, Sl

Google Maps MCP Server

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Google Maps place search and place details, plus reviews, photos, posts and contributor history, as structured JSON.

• Hasdata Google Maps Contributor Reviews GetMapReviews: Get Map Contributor Reviews Lists all Google Maps reviews authored by a specific Local Guide / contributor by contributorId, with language/countr
• Hasdata Google Maps Photos GetMapPhotos: Get Place Photos Fetches the photo gallery of a Google Maps place by dataId or placeId, paginated with nextPageToken and filterable by categoryId (all, latest,
• Hasdata Google Maps Place GetPlaceDetails: Get Place Details Fetches full Google Maps place data by placeId with optional domain/language localization. Returns name, address, coordinates, phone, websi

Google Search MCP Server

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Google SERP as structured JSON, covering organic results, AI Overview, People Also Ask, AI Mode, news, shopping, product and short videos.

• Hasdata Google Serp Ai Mode GetAiModeResponse: Get AI Mode SERP Results Captures Gemini-powered AI Mode answers from Google Search. Returns the conversational response text, cited source links, subtop
• Hasdata Google Serp Ai Overview GetAiOverviewResponse: Get AI Overview Results Fetches the lazy-loaded Google AI Overview block via a pageToken returned by the Google SERP API (token valid for 4 minut
• Hasdata Google Serp Events GetEventInformation: Get Google Events Results Scrapes the Google Events vertical for a query plus location (or uule) with date filters (today, tomorrow, this/next week, wee

Google Sheets

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MCP server for Google Sheets : read, write, format, and manage spreadsheets through 23 tools.

• Gs Create Spreadsheet: Create a new Google Sheets spreadsheet. Optionally specify sheet/tab names, locale, and timezone. Returns the spreadsheet ID and URL.
• Gs Get Spreadsheet: Get spreadsheet metadata — title, sheets list with properties (ID, title, row/column count, frozen rows), and optionally cell data for specific ranges.
• Gs Read Values: Read cell values from a range using A1 notation (e.g. "Sheet1!A1:C10", "A1:Z", "Sheet1"). Returns a 2D array of values.

Govern

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Optimizes SQL queries to improve database performance and response times.

• Optimize Sql: Optimizes heavy SQL queries using EXPLAIN ANALYZE to improve database performance.
• Security Audit: 🛡️ PREMIUM: Deep SQL security audit to detect injections and vulnerabilities.
• Audit Logs: Scans server logs for error patterns and suspicious access.

GrabMaps MCP Server

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Provide seamless access to GrabMaps geocoding and routing services across 8 countries in Southeast Asia through a standardized MCP interface.

• SearchPlaceIndexForText: Search for places using text query. GrabMaps supports 8 Southeast Asian countries: Malaysia, Singapore, Thailand, Myanmar, Cambodia, Vietnam, Philippines, Indonesia.
• SearchPlaceIndexForPosition: Search for places by coordinates (reverse geocoding). Supports Southeast Asia only.
• SearchPlaceIndexForSuggestions: Get place suggestions based on partial text input. Supports Southeast Asia only.

Grimoire

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Campaign manager for D&D and TTRPG GMs: your AI reads and writes a live typed campaign database.

haldir

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Haldir is a security and governance layer for AI agents.

• CreateSession: Create a new agent session with scoped permissions and an optional spend budget. Every AI agent must have an active session before it can access secrets, make payments, or perform audit
• GetSession: Retrieve the current state of an agent session including its scopes, spend budget, remaining balance, and validity status. Use this to check whether a session is still active before perfor
• RevokeSession: Immediately revoke an agent session, permanently disabling all permissions and blocking further actions under that session. Use this when an agent misbehaves, exceeds its mandate, or wh

HallucC — Hallucination & Safety Guardian

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Hallucination & safety checks for LLM/Agent outputs: claim-level fact-check with citations.

HasData Google Maps

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Google Maps places, reviews, contributor history, photos and posts as JSON.

HasData Google Search (SERP)

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Google SERP as JSON: organic, AI Overview, People Also Ask, AI Mode, news, shopping.