Using Qdrant vector database for code indexing MCP Connectors

FreightUtils MCP Server A

Neutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math

E-commerce & Retail Travel & Transportation

2424

Agent402.Tools — pay-per-call web tools A

Agent402: 500+ pay-per-call tools for agents over x402 + MPP or free via PoW. Agentic Finance

Agent Orchestration Browser Automation Search

1528

HORIZON SHIELD: Construction Estimate Auditor for Japan (KIRA)A

Agent intake desk for property renovation. Read only, CORS open, fail closed, receipts recompute.

Finance Open Data Real Estate

521

HORIZON SHIELD — construction & renovation estimate auditor A

Independent pre-transaction audit for construction estimates. Free, and every verdict recomputes.

Finance Open Data Real Estate

1421

Lawbster A

MCP server for German & EU law. Verified, citable legal context for any LLM. Daily updates from official sources, hosted in Germany

Legal & Compliance RAG Systems Vector Databases

113

Sausage Web A

Read any page or file as clean text, plus live news, weather, market holidays and timezone lookups for agents. Pay-per-call in USDC on Base via x402 — no signup, no API keys.

Browser Automation Search Weather Services

121

XMemo AOAuth

Shared, governed long-term memory for AI agents across tools and sessions via MCP and REST.

Autonomous Agents Knowledge & Memory

19212

Synthetic Data — Random User AOAuth

Generate synthetic random user data for testing, demos, and development without using real persona.

Developer Tools Testing & QA Tools

11

Customer Intelligence & Segmentation AOAuth

Analyze customer data to make segmentation and predict which customer to focus on for more sales.

CRM Customer Data Platforms

31

Atlarium Habitat Database MCP A

Structured habitat data and advisory tools for aquariums, marine tanks, terrariums and paludariums.

Biology & Medicine Research & Data

392

Demand Forecasting AOAuth

Forecast product demand using historical sales and market signals.

CRM E-commerce & Retail Marketing

21

IBGE Brasil MCP A

MCP server for live, sourced Brazilian public data from the official IBGE APIs.

Government Data Open Data

2227

Senzing A

Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting

Data Platforms Databases Developer Tools

132

PlanExe A

MCP server for generating rough-draft project plans from natural-language prompts.

Autonomous Agents Developer Tools Project Management

113395

quantakrypto pqc-tools A

Scan code for quantum-vulnerable cryptography and get NIST post-quantum migration guidance.

Security Code Analysis

11210

Xcatcher — Recent X Posts A

Fetch recent public X/Twitter posts by named handle for monitoring, comparison, OSINT, and research.

Web Scraping Social Media

1729

Media Generator — Images, Videos & Audios AOAuth

Generate marketing images, videos and audios for campaigns, product content, and brand assets.

Marketing Image & Video Processing Audio Processing

171

SNACS.Trade AOAuth

SEC dilution data, live market data, and news for U.S. equities, with point-in-time as-of queries

Finance

141

TweetAPI MCP BOAuth

Read-only public Twitter data and TweetAPI docs for AI agents. Not affiliated with X Corp.

Documentation Access Open Data Social Media

381

Dados Abertos Senado BR MCP A

MCP server for Brazilian Federal Senate open data (legislative, administrative, e-Cidadania).

Government Data Open Data

6724

"Using Qdrant vector database for code indexing" matching MCP connectors: