Data & Search

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

A deterministic, reusable MCP substrate for scholarly publication retrieval.

MCP server for AVC course scheduling and registration analysis with web scraping, prerequisite validation, and schedule optimization

Read-only Shopify Admin GraphQL MCP: query, introspect, bulk export, ShopifyQL. 6 tools.

Read-only Google Search Console MCP: Search Analytics, sitemaps, URL inspection. 5 tools.

MCP server for searching SAP test cases using Azure AI Search

MCP server that rewrites SQL to prevent PII/PHI exposure in AI agent queries

Model Context Protocol server for the San Diego Municipal Code, bulletins, permits, and zoning data. Built by Estate Atlas.

MCP server that stops AI agents from breaking DB schemas and config files. Diff, risk-flag, and require explicit confirmation before any write.

Convert any SaaS API into an MCP server with multiple transport support

Cohere-compatible pay-per-call reranker, no signup, x402/USDC

A Model Context Protocol (MCP) service for data retrieval and query operations.

Model Context Protocol server for Rosetta (Enterprise Engineering Governance and Instructions Management System)

Modular MCP server with Streamable HTTP, optional OAuth 2.1, Supabase auth, Cloudflare tunnel, and creator-only access control

An MCP server for RNAcentral, providing RNA sequence search, ID mapping, genomic context, and 2D structures.

MCP server for Austrian RIS (court decisions + federal law) backed by a local FTS5-indexed SQLite mirror

Self-hosted codebase intelligence platform — graph + vector indexing with MCP tools for IDE-embedded LLMs

Tool selection, Cohere-compatible reranking, and on-chain pricing-truth for agents

Convert REST API specifications (OpenAPI 3.x, Swagger 2.x, OpenAPI Actions) into MCP tools for AI agents. Supports JSON and YAML formats.

RestAPI MCP Server - SSE