MCP CheckData analysis MCP servers
93 listed servers in Databases & data. Each row shows the automated checks, the secrets asked for and an install command.
No keys needed, every check passed
Data analysis servers 93
Now showing are unlisted. These entries didn't pass our listing filter: no source repo, a very short or duplicated description, or a publisher with 100+ servers. Same automated checks, shown as-is. How we check
| Type | Secrets | Version | Actions | ||||
|---|---|---|---|---|---|---|---|
★ 20 io.github.marcorusc/NeKo MCP server for biological network construction and analysis using pathway databases | 7/7All passed | 59health of 100 | PyPIRuns locally | Noneno keys asked | 2.5.2 | ||
★ 3 io.github.r3dz4r/datapulse-my Read-only discovery for 440 Malaysian public datasets with freshness, licence, and provenance. | 4/4All passed | 48health of 100 | RemoteHosted | Noneno keys asked | 3.59.2 | ||
★ 17 io.github.aloth/cred-1 Domain credibility ratings from the CRED-1 dataset: check, batch check and search news domains | 7/7All passed | 58health of 100 | npmRuns locally | Noneno keys asked | 2026.10.27 | ||
 ★ 194 io.sanity.www/mcp Official Sanity, hosted Direct access to your Sanity projects (content, datasets, releases, schemas) and agent rules | 3/3All passed | 53health of 100 | RemoteHosted | Noneno keys asked | 2.44.0 | ||
★ 11 io.github.mdefrance/autocarver Qualify dataset columns and process them against a target with AutoCarver, fully on your machine. | 7/7All passed | 64health of 100 | PyPIRuns locally | Noneno keys asked | 7.8.3 | ||
★ 2 io.github.fmadore/iwac-mcp-server Read-only access to the Islam West Africa Collection via Hugging Face datasets. | 4/51 warning | 54health of 100 | MCPBLocal or hosted | Noneno keys asked | 4.3.1 | ||
★ 1 io.github.bikemeardsley/where-my-hug Which parts of an ML need Hugging Face already covers. Every model and dataset checked live. | 7/7All passed | 65health of 100 | npmRuns locally | Noneno keys asked | 0.3.1 | ||
io.github.Tom-R-Main/mcp-server Siftable MCP server for governed work, knowledge, calendar, people, datasets, and Vault. | 8/8All passed | 58health of 100 | npmLocal or hosted | 1secret asked | 1.5.1 | ||
com.thefaceanalysis/face-analysis Face shape rules and a 102-face open measurement dataset. Read-only, no photos. | 4/4All passed | 43health of 100 | RemoteHosted | Noneno keys asked | 0.1.0 | ||
★ 6 io.github.Batu1-1an/istanbul-mcp Read-only Istanbul open city data: transport, parking, water, nearby services and datasets. | 4/4All passed | 50health of 100 | RemoteHosted | Noneno keys asked | 0.2.6 | ||
io.github.NotHarshhaa/mainframe-mcp-server MCP server for IBM z/OS jobs, datasets, USS, and operational diagnostics via Zowe SDK. | 7/7All passed | 53health of 100 | npmRuns locally | 2secrets asked | 3.0.0 | ||
 ★ 225 io.github.comet-ml/opik-mcp Read and score Opik traces, experiments, datasets and prompts from your AI assistant. | 8/8All passed | 81health of 100 | PyPILocal or hosted | 1secret asked | 3.0.7 | ||
★ 17 io.github.oogunbiyi21/stats-compass 50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows | 8/8All passed | 58health of 100 | PyPILocal or hosted | Noneno keys asked | 0.3.35 | ||
io.github.thaohienhomes/pho-research-tools Verifies AI-written references; finds real papers, evidence, datasets and research tools; PRISMA. | 4/4All passed | 49health of 100 | RemoteHosted | Noneno keys asked | 1.1.0 | ||
io.github.philipwright1295-wq/glassbox-agent-arena A$1 agent evaluation attempts, a conditional A$10 bounty and a separate synthetic dataset offer. | 4/4All passed | 42health of 100 | RemoteHosted | Noneno keys asked | 1.0.0 | ||
 com.goldsky/docs Goldsky docs: Feeds wallet APIs, prebuilt onchain datasets, Turbo, Subgraphs, Edge RPC, 150+ chains. | 4/4All passed | 43health of 100 | RemoteHosted | Noneno keys asked | 1.0.2 | ||
io.github.ChelseaKR/fhir-scorecard Read-only grades for publicly observable FHIR endpoints, served from the published dataset. | 7/7All passed | 51health of 100 | PyPIRuns locally | Noneno keys asked | 0.3.0 | ||
★ 4 io.github.musharna/data-aggregator-mcp Find & fetch research datasets across 21 archives, omics registries, and literature sources. | 7/81 warning | 61health of 100 | PyPIRuns locally | 4secrets asked | 0.75.4 | ||
co.datummarket/datum-mcp-server Agent-native marketplace: buy and sell datasets, snapshots and solved problems. | 6/71 warning | 46health of 100 | npmRuns locally | 1secret asked | 1.7.2 | ||
io.github.arimayuji/agentl Validate, plan, preview and run YAML data pipelines (ETL with LLM steps) and debug failed runs. | 7/7All passed | 56health of 100 | PyPIRuns locally | Noneno keys asked | 0.9.0 | ||
★ 1 io.github.beepboop2025/financial-evidence-workspace Read-only cited financial datasets, bounded research queries and source diagnostics. | 4/4All passed | 45health of 100 | RemoteHosted | Noneno keys asked | 1.3.0 | ||
io.github.rodrigorjsf/langfuse-api-mcp Langfuse public API (Cloud and self-hosted): traces, prompts, datasets and gated writes. | 6/71 warning | 61health of 100 | npmRuns locally | 2secrets asked | 0.2.0 | ||
io.github.shagarwal/databazaar Search and preview datasets publicly. Account-required full data via MCP. | 8/8All passed | 50health of 100 | npmLocal or hosted | Noneno keys asked | 1.5.1 | ||
io.github.krishnakaushik195/desidata-mcp Search India datasets; inspect sources, licences and previews; get notebook and Python examples. | 4/4All passed | 43health of 100 | RemoteHosted | Noneno keys asked | 0.1.0 | ||
★ 30 io.github.iowarp/scientific-catalog-mcp Operator-owned scientific dataset discovery for remote agents | 7/7All passed | 67health of 100 | PyPIRuns locally | Noneno keys asked | 1.1.4 | ||
★ 30 io.github.iowarp/pandas-mcp Load tabular data, then clean, filter, group, merge and summarize it with pandas. | 7/7All passed | 67health of 100 | PyPIRuns locally | Noneno keys asked | 2.3.0 | ||
★ 30 io.github.iowarp/ndp-mcp National Data Platform (NDP) MCP server for searching and discovering datasets across multiple... | 7/7All passed | 67health of 100 | PyPIRuns locally | Noneno keys asked | 2.2.5 | ||
★ 30 io.github.iowarp/hdf5-mcp Open HDF5 files, browse groups, inspect datasets and attributes, and read or summarize data in... | 7/7All passed | 67health of 100 | PyPIRuns locally | Noneno keys asked | 2.2.6 | ||
 ★ 1 ai.eximagent/eximagent AI sales team for export-import: outbound prospecting, trade data analysis, HS codes, tariffs, OFAC. | 3/3All passed | 45health of 100 | RemoteHosted | Noneno keys asked | 0.1.1 | ||
★ 10 io.github.amanharshx/ultralytics-mcp MCP server for Ultralytics Platform projects, datasets, training, prediction, exports, and models. | 7/7All passed | 64health of 100 | npmRuns locally | 1secret asked | 0.1.14 | ||
io.github.fhs1220888/groundline Verifiable test-data analysis: deterministic tools, evidence ledger, number-level checks. | 7/7All passed | 59health of 100 | PyPIRuns locally | Noneno keys asked | 0.1.3 | ||
★ 1 dev.datagokr/datagokr data.go.kr 10.9만 데이터셋을 말로 검색·미리보기(키 불필요). 활용신청·다운로드는 내 계정·키로(데스크탑 확장). | 4/4All passed | 54health of 100 | RemoteHosted | Noneno keys asked | 0.1.3 | ||
★ 359 io.github.IMNMV/clauder Connect RStudio to AI assistants for interactive R coding and data analysis. | 7/7All passed | 72health of 100 | PyPIRuns locally | Noneno keys asked | 0.16.1 | ||
io.github.taux-io/twse-mcp Unofficial. TWSE & TAIFEX open data for AI: stock, ETF & futures snapshots, quotes, 270+ datasets. | 4/4All passed | 58health of 100 | RemoteHosted | Noneno keys asked | 0.15.0 | ||
io.github.rpconroy/gdex-mcp MCP server for the GDEX (Geoscience Data Exchange) data portal: datasets, files, metrics, subsetting | 4/4All passed | 49health of 100 | RemoteHosted | Noneno keys asked | 0.1.0 | ||
io.github.yumaheymans/bestrobotmower-mcp Robot lawn mower dataset from BestRobotMower.co: specs, prices, 0-5 scores, buying recommendations. | 4/4All passed | 48health of 100 | RemoteHosted | Noneno keys asked | 1.0.0 | ||
io.github.malkreide/wsl-envidat-mcp WSL / EnviDat environmental research datasets via CKAN | 7/7All passed | 55health of 100 | PyPIRuns locally | Noneno keys asked | 0.3.1 | ||
com.elijahdesent/custom-website-editor Edit your church website in plain English — text, photos, pages, databases, domains & analytics. | 3/3All passed | 41health of 100 | RemoteHosted | Noneno keys asked | 1.1.0 | ||
io.github.Nero-Engine/dataset-diff-detector Compare two versions of a JSON row list: what was added, removed or changed, field by field. | 4/4All passed | 41health of 100 | RemoteHosted | Noneno keys asked | 0.1.0 | ||
io.github.Nero-Engine/dataset-aggregate-pivot GROUP BY and pivot tables for JSON rows: 11 functions, date buckets, top N, totals, messy numbers. | 4/4All passed | 41health of 100 | RemoteHosted | Noneno keys asked | 0.1.0 | ||
io.github.Nero-Engine/dataset-filter-transform Clean, filter and reshape JSON rows in one call: 26 transforms, 25 filters, sort, dedupe, limit. | 4/4All passed | 43health of 100 | RemoteHosted | Noneno keys asked | 0.1.0 | ||
★ 1 io.github.gosadu/loophole-tape pump.fun & Robinhood Chain launch data: radar, risk checks, delta feed, datasets, keys. x402 USDC | 3/41 warning | 51health of 100 | RemoteHosted | Noneno keys asked | 0.6.1 | ||
com.yachtcharterquotes/site Yacht Charter Quotes: the site's own MCP server — dataset, enquiry (enquiry = a human handoff,... | 4/4All passed | No data | RemoteHosted | Noneno keys asked | 1.0.0 | ||
com.wenreceipts/site Wen Receipts: the site's own MCP server — dataset, enquiry, entities, listing (enquiry = a human... | 4/4All passed | No data | RemoteHosted | Noneno keys asked | 1.0.0 | ||
com.weddingcostchecker/site Wedding Cost Checker: the site's own MCP server — dataset, enquiry (enquiry = a human handoff,... | 4/4All passed | No data | RemoteHosted | Noneno keys asked | 1.0.0 | ||
com.vpncomparehq/site VPNCompareHQ: the site's own MCP server — dataset, enquiry (enquiry = a human handoff, not a... | 4/4All passed | No data | RemoteHosted | Noneno keys asked | 1.0.0 | ||
io.github.lspain1994/x402-datasets-mcp Search five paid x402 government-data APIs (IRS, FDA, SSA, HCAD); full records paid over x402. | 7/7All passed | 52health of 100 | npmRuns locally | Noneno keys asked | 0.2.1 | ||
io.github.jayjex/dataset-mcp Query NFL, HUD FMR (ZIP/county/metro), Airbnb, bounty datasets over MCP: filter, stats. | 2/2All passed | No data | RemoteRuns locally | Noneno keys asked | 1.1.3 | ||
io.github.avala-ai/avala Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access. | 3/3All passed | 51health of 100 | RemoteHosted | Noneno keys asked | 1.0.0 | ||
org.georgiacivicdata/georgia-civic-data Georgia education, Census, and immigration data: query, filter, aggregate, and link datasets. | 4/4All passed | No data | RemoteHosted | Noneno keys asked | 0.1.0 |
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