Distributed Systems Tool Gateway

Distributed Systems tool gateway — a meta-router MCP server. Connect once and semantically discover + execute 2,500+ tools across 40+ backends (web search, embeddings, deep research, email, finance, maps, monitoring, CRM, and more) through tool_search / execute meta-tools with lazy schema loading. Backed by Jina and Parallel search, per-tool OAuth, and a free discovery tier.

Skills

• Semantic tool discovery
  Natural-language search over the full tool catalog; returns ranked tools with schemas on demand (lazy loading — never ship 2,500 schemas into context).
  metadiscoveryrouting
• Execute any catalog tool
  Execute a discovered tool by name with JSON arguments; sync, streaming, and job execution modes.
  metaexecution
• Deep research
  Multi-source research synthesis (deep_search) and web-scale entity prospecting (find_all).
  researchsearch
• Embeddings & reranking
  Jina v3/v4 embeddings (task adapters, Matryoshka dims), reranking, classification, and segmentation.
  embeddingsretrieval

How to call

https://tools.distributed.systems/mcp

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