"Session" matching MCP servers:

Connects OpenEvidence to MCP clients for authenticated research queries using your browser session.

Accurate astronomical catalog data and observing session planner for LLM assistants. Stops hallucinated magnitudes, coordinates, and visibility.

MCP server that allows AI agents to control a live ArcMap session via arcpy, including listing layers, zooming, exporting maps, and viewing the canvas, specifically for legacy ArcMap 10.4-10.8.

MCP server that gives your Claude, Cline, or Cursor session the ability to extract text, tables, and metadata from any PDF URL — including scanned PDFs via OCR.

Enables LLMs to conduct dynamic, conversational surveys with skip logic, session resume, and pluggable storage.

MCP server for searching ICML 2026 papers with hybrid retrieval (dense + BM25), session management to avoid duplicates, and persistent state.

An agent-agnostic MCP server that lets any AI agent drive a local JupyterLab session via the Model Context Protocol.

An MCP server that enables controlling a live Abaqus/CAE session through natural language, allowing model inspection, job submission, ODB analysis, and viewport capture.

Enables interactive data analysis using a real IPython kernel with session management, supporting CSV/Excel/JSON loading, code execution, and variable monitoring.

Financial MCP server providing 15 tools for stock quotes, financials, risk metrics, news sentiment, SEC filings, and session summaries via Yahoo Finance data.

Enables AI agents to search for speakers and talks by date using the Sessionize API.

A local MCP server that gives Claude (or any MCP-compatible AI client) access to Formula 1 race data. Load any session from 2018 onwards, ask questions in natural language, and get answers backed by real telemetry, timing, and strategy data.

MCP server that connects coding agents to FXAbsolute's candle history, offering tools to query OHLC data, session scans, bucket stats, level touches, and a live chart bridge for backtesting collaboration.

Provides a clean interface for AI agents to search arXiv papers, fetch metadata, read full text, and download PDFs/source, with rate-limiting, on-disk caching, and session pinning to avoid duplicate fetches.

Enables AI clients to read and write ESPN fantasy sports leagues using your own session cookies, including managing rosters, lineups, waiver claims, and free agent adds without a browser.

MCP server for Fansly account analytics using your own session, storing metrics in local SQLite. Provides tools for profile metrics, post performance, top fans, churn, and more.

An MCP server that provides an LLM with access to R's statistical toolkit including hypothesis tests, regression, psychometrics, survival analysis, time series, and plots through a persistent R session.

Enables AI agents to download institutionally entitled paywalled papers from IEEE Xplore and Elsevier ScienceDirect through Hainan University WebVPN, check session status, and save PDFs via stdio MCP tools.

A multi-account MCP server for NotebookLM that maintains sticky account and notebook per session. It uses the internal RPC to avoid logout issues and adds tools for account switching, notebook selection, and health checks.

Enables AI assistants to control ArcGIS Pro through natural language, executing geoprocessing tools, editing data, and automating GIS workflows via a persistent ArcPy session.