Data & Analytics MCP Servers
Data analysis, BI, reports, metrics, ETL, spreadsheets, and visualization.
Thermo Orbitrap (Instrument API)
Published by GitHub account K-Dense-AI
Adapter that lets an AI assistant monitor and control a Thermo Fisher Orbitrap mass spectrometer through Thermo's licensed Instrument API on a Windows…
SRS Residual Gas Analyzer
Published by GitHub account K-Dense-AI
MCP server for SRS RGA100/200/300 residual gas analyzers, letting an assistant read vacuum partial pressures, spectra and leak checks over serial or TCP.
LC-MS Worklist Builder
Published by GitHub account K-Dense-AI
A local MCP server that lets an assistant build, validate and export LC-MS sample worklists as import files for MassLynx, SCIEX OS, MassHunter and Xcalibur.
Mass Spectrometry Data (mzML, Bruker TDF, vendor conversion)
Published by GitHub account K-Dense-AI
Local MCP server that lets an assistant list, read and analyse LC-MS data files (mzML, mzMLb, Bruker timsTOF) and convert vendor formats to mzML.
Income Factory Toll Fabric
Published by GitHub account DataPunterAU
Remote MCP front door offering one free discovery tool and eight metered intelligence tools paid through x402 endpoints.
Google Trends Scraper API - Interest Over Time, Related Queries
Published by GitHub account AnshumanAtrey
Apify-hosted Google Trends scraper that lets an assistant pull search interest over time, by region, related queries and Trending Now data.
Vouched
com.vouchedhqOfficial publisher
Remote MCP server that gives an assistant read-only SEO data: Search Console, GA4, keywords, backlinks, live SERPs and AI answer visibility.
Vibeking
com.vibekingdevelopmentOfficial publisher
A remote MCP server for website monitoring across SEO, AI visibility and ads, exposing issues, fix tasks, rankings and reports.
Returnolio
com.returnolioOfficial publisher
Remote, read-only MCP server that lets an assistant read Returnolio stock research: company scores, Top 10 picks, screener results, market overview and your…
Shift Scheduler
com.kindoflost.staff-schedulingOfficial publisher
Remote MCP server that builds optimal 24/7 staff rosters with a MILP solver, covering rest rules, skills, nights and fairness.
HarborRank
com.harborrankOfficial publisher
Remote HarborRank server that gives an assistant live SEO data: keywords, Google SERPs, backlinks, rank tracking, site audits, Search Console and Analytics.
FalcoScan
com.falcoscanOfficial publisher
FalcoScan gives an assistant AI market intelligence: look up AI products, see shut-down or acquired ones, and compare 29 scored markets.
ElectionsMCP
com.electionsmcpOfficial publisher
Lets an assistant model and map 2028 U.S. elections, with precinct-level scenarios, swing, turnout, and roll-ups.
New Shopify Stores Radar
Published by GitHub account yzf75011-ui
Gives an assistant a live feed of new and pre-launch Shopify stores from public certificate transparency logs, plus a Shopify checker for domain lists.
MusicXML Comparer
Published by GitHub account raulkivi
Compares two MusicXML scores with music-aware, multi-level diffs, from an overall similarity score down to individual notes.
lintlab SEO Site QA
Published by GitHub account lintlab
A remote Apify-hosted MCP server that lets an assistant crawl a site and report broken links, redirects and missing SEO tags.
Seiche, LiquiLens and Undertow source data
Published by GitHub account beepboop2025
Hosted read-only research server exposing LiquiLens, Seiche and Undertow source data: funding histories, bank filings and settlement observations with receipts.
Harvest
Published by GitHub account The-Warl0ck
A local training-data scout that searches Hugging Face and GitHub by plain-English topic, composes scored packs, and can download or push them.
Anvil
Published by GitHub account The-Warl0ck
Anvil is a local MCP workbench that turns plain-language engineering requests into 12-domain physics and chemistry simulations, proof metrics and printable 3D/C
Thorlabs Optical Power Meter
Published by GitHub account K-Dense-AI
Lets an assistant read and configure Thorlabs optical power meters over SCPI to measure laser power, stability and sensor temperature.
SRS Lock-in Amplifier
Published by GitHub account K-Dense-AI
Local MCP server that lets an assistant read and configure Stanford Research Systems lock-in amplifiers (SR810/SR830, SR860/SR865A) and run frequency sweeps.
Generic SCPI Instrument
Published by GitHub account K-Dense-AI
Local MCP server that lets an assistant send SCPI queries and commands to almost any lab instrument over VISA, TCP or serial, with command allow/deny lists.
Sartorius Balance
Published by GitHub account K-Dense-AI
Controls Sartorius laboratory balances over the SBI protocol to read weights, tare, zero, log drift, and run internal adjustment.
Rigol Oscilloscope
Published by GitHub account K-Dense-AI
Lets an assistant read settings, measurements, waveforms and screenshots from Rigol oscilloscopes over SCPI, and change channels, timebase and trigger.