"Arm" matching MCP servers:

Local-first MCP server for Originality.ai workflows, including AI detection, plagiarism checks, readability, SEO scans, and scan-result retrieval for content teams.

Market knowledge layer for AI agents. Aim monitors millions of sources — news, podcasts, social, competitor moves and regulatory filings — and surfaces the signal shaping your market. Hosted remote MCP server (streamable HTTP, OAuth).

Enables querying persisted cross-venue spread alerts between Polymarket and Kalshi, including recent arbitrage opportunities, spread history for watched topics, and the list of watched topics with thresholds.

Enables querying and retrieving materials data from the Materials Project via MCP tools, supporting search, lookup, comparison, and export.

Track how your brand appears in AI-generated answers across ChatGPT, Perplexity, and other AI models. Analyze visibility, sentiment, citations, and domain rankings with 31 tools — including analytics reports, chat inspection, query analysis, and full CRUD for brands, prompts, tags, and topics.

Enables time series analysis following Box-Jenkins-Treadway methodology, supporting guided or autonomous modes for model identification, estimation, and diagnosis via an LLM.

Enables interaction with an explicit ARC-AGI-3 world model through typed operations for actor/rule editing, deterministic simulation, rendering, and observation comparison.

This MCP server provides read-only access to Arimair monitoring data, enabling users to query measurements, statistics, corrections, reports, and site information directly through Claude.

Enables AI assistants to work with the Kaggle API locally over stdio, covering competitions, datasets, kernels, models, benchmarks, and discussions — including discussion search, solution write-ups, and trending topics missing from the official remote server.

Enables AI assistants to inspect and extract data from local CSV, TSV, JSONL and log files far larger than available RAM, using bounded memory, crash-resilient resumable runs, and streamed progress. All file access is confined to user-approved directories, keeping the data private to the machine.

Enables LLM clients to query an offline-first, read-only snapshot of a university Cluster of Excellence research-data platform — its projects, thematic sections, ~4,000 research items, people, institutions, collections, publications with searchable full text, podcasts and video transcripts. Every record carries a citable public URL, so findings can be traced back to the source.

Enables agents to build, validate, calibrate, and export versioned scientific models with mandatory units, dimensional and numerical checks, and uncertainty analysis over stdio. Models can be simulated and exported to portable formats such as SBML, CellML, and Modelica.

Enables access to Syracuse Company news API for registering accounts and fetching stories by location, industry, or organization. Supports local and remote MCP server modes.

Enables users to run autonomous multi-stage deep research directly from MCP-compatible clients, producing cited, publication-quality technical reports from web searches and unstructured data.

Caches and serves DDR/DRAM weekly price series from memorys.com and historical memory technology data, with tools for refresh, validation, analytics, forecasting, and chart rendering.

Orchestrates sequential debates between multiple AI models across four phases (constructive, challenge, closing, synthesis) with host intervention and anti-sycophancy enforcement.

MCP server for querying monday.com's Google Ads accounts from Cursor, Claude Code, or Claude Desktop.