"Transport for London" matching MCP servers:

Real human judgment as agent tools -- an AI agent can ask a question and get back a structured, schema-validated JSON answer from a real quality-scored human. 16 response types (yes/no, ratings, rankings, A/B tests, sentiment, image/video/audio review, voice/video/photo capture). Fully programmatic signup with a $5 free trial credit, no card required.

18 tools for US stock screeners, chart patterns, options flow signals and equities research. Hosted SSE transport mcp.stockmarketscan.com with BYOK authentication.

Free competitive pricing intelligence for SMB CPG brands. Check where any product price sits in its Amazon category, track pricing trends, and compare products — no NielsenIQ or SPINS subscription needed.

Institutional-grade quantitative stock analysis and research signals for AI agents via the Model Context Protocol (MCP).

A personal MCP server built with Python FastMCP, offering tools for paper retrieval, dataset analysis, project scaffolding, and directory utilities, with stdio and HTTP transport plus optional bearer token authentication.

Enables AI agents to invoke a local Stata installation, including a Windows Stata build under Wine on Linux and macOS, for regression analysis, econometrics, paper replication, and empirical research with command guards, resource monitoring, and automatic log capture.

An MCP server that wraps Cantera to enable LLMs to perform accurate thermodynamic, transport, equilibrium, and chemical kinetics calculations.

Canonical vocabulary server for autonomous business design. Exposes the Arco Lexicon as seven MCP tools: term lookup, related terms, alignment verification, citation formatting, source retrieval, term listing, and term suggestion. No authentication required. Streamable HTTP transport.

A tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.

A Model Context Protocol (MCP) server that provides web search functionality using the You.com Search API. Built with Bun runtime for optimal performance and supports multiple transport protocols for compatibility with different MCP clients.

Enables LLM clients to access crop yield predictions from RGB imagery, topic-based PDF literature, and soil lab/moisture CSV data.

Enables comprehensive academic research by searching and analyzing papers from PubMed, Google Scholar, ArXiv, and JSTOR. Provides full-text access, citation management, and research organization through five powerful consolidated tools.

Enables AI agents to manage citations in Microsoft Word via EndNote, including DOI-verified paper search, RIS import/export, and genuine CWYW IEEE citations.

Enables agents to compute deterministic phase-locking value, signal-to-noise ratio, and subcortical temporal envelope encoding fidelity through JSON-RPC tool calls.

A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

Enables AI assistants to query product footprints, inspect transport activity data, and submit events from iLEAP-conformant endpoints through natural language, using MCP tools over Streamable-HTTP or stdio.

Enables searching and retrieving organization records from the Research Organization Registry, with fuzzy affiliation matching.

Enables MCP clients to access Chakudya Nutrition Registry data through a stateless Streamable HTTP transport, with bearer token or OAuth authentication.

Standalone Model Context Protocol server for PropProfessor, plus a small query CLI for local analysis.

Enables access to Hitsteps analytics and website operations through a remote MCP server, using OAuth for authentication and Streamable HTTP transport.

Enables AI agents to query Google Trends for search-interest signals, returning stable JSON envelopes with calibrated searches/day estimates, relative comparisons across keywords, related and rising queries, regional interest, and country-level Trending Now data. It also surfaces explicit status and error codes so agents can distinguish partial or failed results from real numbers.

A FastMCP-based MCP server that provides AI assistants with access to XCSC Tushare financial data APIs, supporting stdio and HTTP transport for stocks, indices, funds, and more.

Enables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.

Chemical safety intelligence for AI-assisted experiment design. 18 MCP tools for compatibility checks, hazard analysis, PPE, storage, waste disposal, mixing order, exposure limits, transport classification, regulatory compliance (8 jurisdictions), and signed audit reports. Supports 4,200+ chemicals in 5 languages.

Gives AI agents 24 validated tools for planning and mobility analysis — accessibility and public-transport accessibility levels, multi-criteria siting, space syntax, landscape metrics, slope-aware routing and isochrones, and spatial statistics such as Moran's I, LISA, Getis-Ord Gi*, GWR and Huff. Each tool returns analysis-ready summaries and, where useful, GeoJSON results pairing computed indicators with the input geometries.

Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON files with support for chunked processing, column/field filtering, and streaming for large datasets. Supports multiple transport protocols (stdio, HTTP, SSE) for flexible integration.

A comprehensive MCP service for cryptocurrency data acquisition with advanced technical analysis capabilities, supporting 100+ exchanges, 158 TA-Lib indicators, and dual transport protocols (stdio and HTTP/SSE).

MCP server providing data analytics tools for AI agents to load, clean, analyze data, generate charts and dashboards.

An offline MCP server that enables research tasks such as summarizing text, extracting key points, and saving/retrieving notes via a CLI client and stdio transport.

Exposes Tiingo API endpoints as MCP tools, letting clients fetch end-of-day and intraday prices, forex quotes, news articles, fundamental statements and metrics, dividends, and stock splits programmatically. It authenticates with a Tiingo API token and runs over stdio transport for use in any MCP-compatible client.