"smart" matching MCP servers:

MCP server that automates audit risk assessment from Korean DART disclosures, providing deterministic risk signals, going-concern scoring, and memo draft generation without LLM judgment.

Reads PDF, image, or video files by sniffing format and delegating to specialized sibling MCP servers, extracting facts and metadata without LLMs.

MCP server for searching and reading arXiv papers from AI assistants, with built-in rate limiting to avoid API blocks.

MCP server for querying hydroponic sensor data stored in PostgreSQL/TimescaleDB. Provides tools to list tables, describe schemas, read recent sensor readings, fetch latest data, and perform time-series aggregations via natural language.

Enables users to audit academic citation contexts, calculate scientific consensus ratios, and generate credibility badge indexes for verified citations through MCP-compliant tools.

Enables automated scientific paper analysis, citation credibility verification, consensus ratio calculation, and multi-hop research queries through the Model Context Protocol, integrating with MCP-compliant clients.

Provides validated clinical scoring tools for AI agents via MCP, with evidence-based calculators and smart tool discovery.

Lets Claude, ChatGPT and other MCP clients read a SmartSurvey account's surveys, survey designs, responses, exports and folders, and — when writes are enabled — open or close a survey or send an existing invitation to one named recipient. It runs read-only by default, redacting respondent contact details and phone-number-like text unless contact details are explicitly requested.

MCP server for aggregating and analyzing hot news from multiple platforms, with AI-powered summaries, smart filtering, and multi-channel notifications.

MCP server that provides access to Cyfrin Solodit's database of smart contract security findings, enabling search and filtering by impact, firms, tags, and more.

Enables AI assistants to search and retrieve cryptographic research papers from the IACR Cryptology ePrint Archive. Supports smart search by title, author, or keywords, paper details, and recent papers.

High-level Zotero MCP integration with smart research workflows, enabling tasks like building reading lists, adding papers with duplicate check, and exporting bibliographies.

An MCP server that provides Claude Desktop access to SmartScout's Amazon marketplace intelligence data stored in Domo.

An MCP server that provides tools to interact with Powerdrill (https://powerdrill.ai/) datasets, enabling smart AI data analysis and insights.

Enables integration between MCP-compatible clients and APIs registered in the SmartAPI registry, allowing seamless discovery and interaction with bioinformatics and life sciences APIs through standardized MCP protocols.

A high-performance MCP server for the USPTO Patent File Wrapper API with context reduction, smart field mapping, and secure browser-accessible downloads.

Wraps the Smart Farm Korea Open API into MCP tools, allowing LLMs to query farm environment data using friendly metric names like temperature, humidity, and CO2.

Enables on-demand OHLC bar analysis with configurable technical indicators and smart-money concepts, returning only the requested primitives via stateless HTTP or MCP.

Enables exploration and analysis of NetCDF scientific data files through intuitive APIs. Supports file discovery, metadata inspection, data extraction with slicing, smart sampling for large datasets, and time series analysis.

Enables searching arXiv papers and retrieving full paper content as Markdown, with smart sorting, category filtering, and pagination.