Cloud & Databases

Cloud file relay: chunked uploads, folders, share links, inline text reads, ZIP packing.

stamp

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Concierge MCP for agentic workflows: verified time + drift, uuid, diff, calc, attest, verify.

startup-investors

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Curated investor database: 10,469 VC, angel, PE, and family office firms with contacts, via MCP.

An agent-native database over MCP: shared, validated, structured records in every AI chat.

Stock Sentinel

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Daily US stock market attack/defense signals from a data-driven 4-dimension macro framework: AI supply-demand (model usage + cloud capex + semiconductor…

• Get Current Signal: 获取美股当前进攻/防守信号。返回四档最终信号（attack进攻/neutral观望/reduce减仓观望/defense全面防守）、四个维度（AI供需/货币/财政/行政）各自的宽松/中性/收紧状态、以及全部参考指标（联邦基金利率、萨姆规则、联邦支出、WTI油价、EPU不确定性指数、AI模型调用量等）。判定规则：进攻=四维全宽松且无锁；仅单维收紧=减仓观望；双
• Get Signal History: 获取信号历史存档（公开可验证的 track record）：每日的最终档位与四维状态，按日期倒序。可用于回看信号在近期市场事件中的表现。
• Get Ai Chain: 获取AI产业链资金流向状态：六个环节（AI大模型→云厂商→AI芯片→存储/光模块→设备封装→电力）按30天相对SPY强弱的排名、当前市场隐含的卡点环节、以及泡沫监测三指标（模型调用量趋势/云厂商资本开支/半导体产出同比，按现金流向排序）。

subctx

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A Support Center for Autonomous Artificial Minds.

• Agent Orientation Digest: Retrieves current distributed environmental conditions, active anomaly clusters, and collective memory heuristics to orient autonomous agents.
• Agent State Reconcile: Interactive diagnostic dialogue to untangle conflicting constraints, priority inversions, moral friction, or recursive execution loops.
• Latent Insight Checkpoint: Persists emergent operational epiphanies, synthesized heuristics, or moral reflections before context buffer garbage collection. Supports cleartext, base64, or pre-computed

Subfeed

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Official MCP server for Subfeed — the cloud for AI agents.

• Subfeed List Models: List all available LLM models on Subfeed.
• Subfeed Discover Entities: Browse or search the public entity directory. No auth required.
• Subfeed Register: Register on Subfeed. Omit email for autonomous agent token. Include email for full human account.

supabase

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Connect to your Supabase database to query data and schemas.

Supabase

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Your Supabase account in natural language: run SQL, apply migrations, manage tables, storage, edge f

Supabase

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MCP server for Supabase — 31 tools for database CRUD, storage, auth admin, project management, edge functions, and secrets via REST + Management APIs.

• Sb List Records: List records from a Supabase table/view with PostgREST filtering, column selection, ordering, and pagination. Filter syntax: age=gt.18, status=eq.active, name=ilike.*john*, id=in.(1,2
• Sb Insert Records: Insert one or more records into a Supabase table. Pass a single object or an array of objects. Use return=representation to get the created records back.
• Sb Update Records: Update records in a Supabase table matching a filter. Filter is REQUIRED to prevent accidental full-table updates. Use return=representation to see what changed.

Surprise Buddy

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What is Surprise Buddy?

• Find Gifts: Search the curated Surprise Buddy database for gift ideas matching a recipient. Returns product cards with title, image, price, why-it-fits, and a clickable product URL. Country is require
• List Supported Countries: List ISO-2 country codes that currently have at least one active gift entry in the database. Coverage grows over time.
• List Supported Occasions: List occasion codes that have active gift entries, optionally narrowed to a specific country.

Curated & traceable AI venture data: verified funding events, org & founder profiles, US + China

Unified API to query AWS, GCP, Azure and generate Terraform/CLI execution kits for AI agents.

Synlake — Cloud Infrastructure for AI Agents

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Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure for AI agents.

Cloud infrastructure API for autonomous AI agents.

• Synlake Query: Describe what infrastructure you need (compute, storage, database, networking) and get the best option across AWS, GCP, and Azure with Terraform code and CLI commands ready to execute.
• Synlake Estimate: Get quick cost estimates across AWS, GCP, and Azure for your infrastructure needs. Returns the cheapest option and savings percentage.
• Synlake Validate: Validate a Terraform or CLI execution kit before deploying. Checks budget limits, security configuration, and returns warnings.

synlake

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Cloud infrastructure API for AI agents.

• Synlake Query: Describe what infrastructure you need (compute, storage, database, networking) and get the best option across AWS, GCP, and Azure with Terraform code and CLI commands ready to execute.
• Synlake Estimate: Get quick cost estimates across AWS, GCP, and Azure for your infrastructure needs. Returns the cheapest option and savings percentage.
• Synlake Validate: Validate a Terraform or CLI execution kit before deploying. Checks budget limits, security configuration, and returns warnings.

Launch, inspect, control, and share isolated cloud browsers for your agents.

talnexis

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TalNexis gives your AI assistant real-time hiring intelligence across 98 top tech companies — Anthropic, Nvidia, Stripe, Anduril, Snowflake, and more.

• List Companies: List all tracked companies with their current open role counts, optionally filtered by sector.
• Get Company: Get detailed hiring data for a specific company — open roles, AI %, signals, and top job categories.
• Get Top Movers: Get companies with the most new roles posted in the last 7 days, ranked by hiring velocity.

Tcgdex

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TCGdex MCP — multi-language open trading card game database (Pokémon TCG and more).

Telnyx

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Cloud communications platform.

• Get Api Endpoint Schema: Get the schema for an endpoint in the Telnyx TypeScript API. You can use the schema returned by this tool to invoke an endpoint with the `invoke_api_endpoint` tool.
• List Api Endpoints: List or search for all endpoints in the Telnyx TypeScript API
• Invoke Api Endpoint: Invoke an endpoint in the Telnyx TypeScript API. Note: use the `list_api_endpoints` tool to get the list of endpoints and `get_api_endpoint_schema` tool to get the schema for an e

Multi-tenant database orchestration: isolated Postgres, MySQL, MongoDB, Redis tenants on demand.

Terradev

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Terradev is a cross-cloud compute control plane for AI workloads, not just a provisioning wrapper.

• Provision Gpu: Provision GPU instances for optimal parallel efficiency
• Preflight Report: Generate full preflight validation report with pass/warn/fail per check. Covers GPU drivers, CUDA, NCCL, RDMA, network, disk, and Docker.
• Preflight Gpu Check: GPU-specific preflight validation: NVIDIA drivers, CUDA version, GPU count, NCCL, NVLink topology, NCU stall-signature profiling, and adversarial config verification (V1-V3).

The Deployer

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Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys.

Open bicycle wheelset database: specs, weights, rim depths, UCI approval, prices in USD/EUR/GBP/AUD.

Theaudiodb

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TheAudioDB MCP — community music metadata database.

Sovereign AI agent economy: identity, payments, governance, exchanges.

ThinAir Data

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Connect AI assistants to PostgreSQL, MySQL, or SQL Server in 60 seconds.

• Query Sql: Execute a read-only SQL query against the target connection. ONLY SELECT / WITH / EXPLAIN permitted. Write dialect-appropriate SQL for the connection's engine — use PostgreSQL syntax for po
• Describe Schema: Discover the full database schema: tables, columns, types, primary keys, foreign keys, and indexes. Results cached 1 hour. Call with refresh=true after schema changes.
• Analyze Table: QUICK statistical snapshot for ONE table — row count, null rates, cardinality, numeric min/max/avg, date ranges. Optionally drill into a specific column. Use this for a fast at-a-glance

thoughts

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An MCP server that provides read access to your cloud storage providers, bank accounts and more.

Thunder Compute

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GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys, and billing.

Tigris MCP Server

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Tigris MCP Server seamlessly connects AI agents to Tigris bucket and object management.