"Understanding Memory and Related Concepts" matching MCP connectors:

Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting

Ask Personio Recruiting the recruiting-ops questions dashboards miss by connecting applications, stage transitions, candidates, recruiting jobs, categories, org units, workplaces, jobs catalog, webhooks, event activity, and intake documents. Find stage-movement stalls, candidate freshness gaps, source quality by job/category, hiring load by department and workplace, webhook delivery issues, intake readiness gaps, and bottleneck owners. No dashboard build. No SQL.

Search 500+ wire-harness & cable-assembly manufacturers by country, industry, and capability.

Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.

Formula-backed WorkPaper tools for workbook readback, input edits, and JSON persistence.

58 AI data quality, data matching, and data enrichment APIs for better data ROI

Fuzzy entity resolution and dedupe for names, addresses, and company records. $0.02/call via x402.

Search live job postings from 30+ ATS feeds and job boards, normalized to one schema.

Scans text for personally identifiable information — emails, phone numbers, SSNs, credit card numbers, physical addresses, names — and returns a redacted version. Built for agents sanitizing user content, support tickets, logs, or documents before storage, sharing, or feeding into another LLM call. Pay-per-call via x402 (USDC on Base): $0.01/call, no account or API key. tools/list and /openapi.json are free for discovery.

Fuzzy entity resolution and dedupe for names, addresses, and company records — the "is this the same person/company" problem that breaks exact-match joins. Clean CRM exports, merge duplicates, reconcile vendor lists. Pay-per-call via x402 (USDC on Base): $0.008/call, no account or API key. tools/list and /openapi.json are free for discovery.

Search European tech funding rounds, companies, investors and exits — sourced, EUR-normalized.

Live job postings for AI agents: search normalized postings from 30+ ATS feeds and job boards by title, skill, country, remote, seniority and recency. Also lists sources and pricing plans.

Query, join, profile, clean and convert CSV/JSON/Parquet with server-side DuckDB over MCP.

Excel analytics: inspect, query (JSON rows), charts, and JSON-to-xlsx workbook writing.

Cross-tool context for your data stack. Search, lineage, and impact across warehouse and BI tools.

Governed data discovery, exact queries, decisions, simulations, and runtime utilities over MCP.

Supply-chain network design via simulation, optimization, and greenfield analysis.

Valid and reliable data engineering and statistical analysis without hallucinations.

Privacy-first web analytics. Query pageviews, referrers, trends, and AI insights.

Document processing, data conversion, and web content APIs for AI agents. All tools are free via MCP. Also available as a paid x402 Agent API (Stellar XLM or Solana USDC, no API key required). Tools: extract text from PDFs, merge PDFs, generate QR codes, convert CSV to/from JSON, count words/stats, and fetch + clean any public URL with Mozilla Readability.