Cloud & Databases

Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.

Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.

Vector Search API

Degraded

Community: Submitted by a user or imported; check the owner before granting access

In-memory vector search with TF-IDF and cosine similarity.

vehicle-database

Online

Community: Submitted by a user or imported; check the owner before granting access

MotiveGrid Vehicle Database is an MCP server that provides AI assistants with grounded vehicle intelligence.

• Ping: Health check for the MotiveGrid MCP server. Returns "ok". Use only to verify connectivity.
• Search Vehicles: Search MotiveGrid’s catalog of scored vehicles by free text (make, model, body type, or need, e.g. "small AWD SUV" or "Honda Accord"). Returns matching vehicles with their canonical s
• Get Vehicle Scorecard: Get the full MotiveGrid scorecard for ONE vehicle: the five ownership pillars (cost of ownership, powertrain, safety, driver assistance, livability) in plain language, key specs

AI-generated customer success reports for Velaris platform users.

Get a real human to verify, decide, or improve an AI agent's work.

Comic book database — search comics, creators, characters, and manage your collection.

Veto — SQL Safety & Cost Oracle

Online

Community: Submitted by a user or imported; check the owner before granting access

Deterministic safety, correctness & cost gate that vets Postgres SQL before your AI agent runs it.

Vexa

Degraded

Community: Submitted by a user or imported; check the owner before granting access

Meeting bot and transcripts for Google Meet, Teams and Zoom.

vfree

Online

Community: Submitted by a user or imported; check the owner before granting access

Convert raster images (PNG, JPEG, WebP, etc.) to clean SVG vectors using AI-powered tracing.

• Vectorize Image: Convert a raster image (PNG, JPEG, WebP, etc.) to a scalable SVG vector. Costs 1 token per call. Returns the raw SVG markup on success.
• Check Balance: Return the number of vectorization tokens remaining on your account.

Vibe BI MCP

Degraded

Community: Submitted by a user or imported; check the owner before granting access

Ask business questions in plain English.

Generate image, video, audio, 3D and vector media with 100+ AI models.

Free blind-play night-fishing game over MCP.

MENA commerce integration layer for AI agents: payments, BNPL, logistics, e-commerce, tax.

Browse, query, and administer your managed WaveHouse + ClickHouse projects (schema, pipes, policy).

WebRun

Online

Community: Submitted by a user or imported; check the owner before granting access

WebRun gives AI agents a real Chrome browser running in the cloud.

• Browser Task: Execute a browser automation task in a real Chrome browser running in a WebRun cloud environment (docs.webrun.ai). Creates a session, runs the task, and auto-terminates. Best for simple
• Create Session: Create a persistent session in a real Chrome browser running in a WebRun cloud environment (docs.webrun.ai), for multi-step workflows. Returns a sessionId for subsequent commands. With
• Send Task: Send a new task to an existing browser session (from create_session). The real Chrome browser may navigate, fill forms, and submit data on third-party websites as the task requires.

Well

Online

Community: Submitted by a user or imported; check the owner before granting access

Manage business data including invoices, companies, and contacts through a structured database interface.

• Well Get Schema: Discover available data types and fields. USAGE: - well_get_schema() → List available roots (invoices, companies, people, documents, connectors) - well_get_schema({ root: "invoices" }
• Well Query Records: Query records from Well's database. ⚠️ WORKFLOW: 1. Call well_get_schema(root) FIRST to discover available fields 2. Select ONLY the fields you need (5-15 typically) 3. Call well_q
• Well Create Company: Create a new company in Well. ⚠️ Call well_get_schema("companies") FIRST to discover all available fields and their required status. REQUIRED: name COMMON FIELDS: domain, descript

Generate and run high performance queries on open and private spatial data at-scale in the cloud

Wikipathways

Online

Community: Submitted by a user or imported; check the owner before granting access

WikiPathways MCP — open community pathway database.

Automate FinOps workflows, cases, and cloud ops via the Wiv Workflow API.

Wraps Docs

Online

Community: Submitted by a user or imported; check the owner before granting access

Search the Wraps docs and estimate AWS SES costs.

• Search Docs: Search the full Wraps documentation (CLI, TypeScript SDKs, infrastructure, guides) and return the matching sections as markdown. Use this first for any 'how do I ... with Wraps' question.
• Get Doc: Return the full markdown source of one Wraps page. Call list_docs first to see which paths have markdown.
• List Docs: Return the Wraps llms.txt index: every documentation page, product page, guide, and SDK reference with a one-line description.

x402farm

Online

Community: Submitted by a user or imported; check the owner before granting access

Pay-per-call tools for AI agents, billed in USDC on Base via the x402 protocol — no API keys, no subscription.

• Weather: Worldwide weather: current conditions + 3-day forecast by lat/lon or city name. Query: ?city= or ?lat=&lon= — $0.003/call, paid per request via x402 (USDC).
• Crypto Price: Spot prices + 24h change for any CoinGecko-listed tokens, multi-currency. Query: ?ids=bitcoin,ethereum&vs=usd,eur — $0.003/call, paid per request via x402 (USDC).
• Crypto Token: Live token market data by contract address across 7 chains (Ethereum, Base, Arbitrum, Optimism, Polygon, BSC, Avalanche): price USD, 24h volume, liquidity, FDV, market cap, price change.

xata

Online

Community: Submitted by a user or imported; check the owner before granting access

The Xata MCP server lets AI assistants and agents interact with your Xata organizations, projects, and Postgres database branches.

• Call Destructive Operation: Invoke a Xata REST API operation that destroys data or revokes access: deleting an organization, project, branch, invitation, or API key, removing a member, restoring a bra
• Call Read Operation: Invoke a Xata REST API operation that only reads: listing and describing organizations, projects, branches, backups, members, and API keys, and querying branch logs and metrics. P
• Call Write Operation: Invoke a Xata REST API operation that creates or updates data: creating an organization, project, or branch, updating settings, inviting a member, issuing an API key, and so on.

Search AI capabilities across AWS Marketplace and the Official MCP Registry.

Ygoprodeck

Online

Community: Submitted by a user or imported; check the owner before granting access

YGOPRODeck MCP — Yu-Gi-Oh!

ZEN SecDB MCP server for CVE intelligence, CVSS/EPSS scoring, advisories, SSVC, and package audits.

Zenable

Online

Community: Submitted by a user or imported; check the owner before granting access

Cloud security and compliance platform.

• Conformance Check: Check conformance for a list of files. The maximum number of files per request is 5. If you need to process more files, split the request into multiple requests. Input: list_of_file

Zhijiangyun Cloud (智匠云)

Degraded

Community: Submitted by a user or imported; check the owner before granting access

Robot embodied-AI cloud for GPU training, inference, benchmarks, and robot data collection.

ZopDev MCP

Online

Community: Submitted by a user or imported; check the owner before granting access

Cloud cost, inventory and governance on AWS/Azure/GCP.

zoviz

Online

Community: Submitted by a user or imported; check the owner before granting access

Professional branding for any business, callable straight from your AI agent.

• Get Account Info: Retrieve the authenticated user's account information (name and email).
• Get Credits: Retrieve the authenticated user's credit balance. Wraps ``POST /credit/get``. Returns the available credit and, if any credits are temporarily reserved by an in-flight operation (e.g. a b
• Get Workspace Memberships: List every workspace the authenticated user belongs to, with their role. Wraps ``POST /workspace/memberships``. Each record is a workspace plus a single ``member`` block des