Data MCP Servers

Ephemeral data sandbox for AI workflows with guardrails and security

Access live company and contact data from Explorium's AgentSource B2B platform.

Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite

Analytics for business data: upload CSV or connect GA4/GSC, run ML/stats, get HTML reports.

Built-in MCP server for ArcadeDB multi-model database (graph, document, vector, time-series)

52 MCP tools for AI social media: create, distribute, analyze, and optimize content.

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.

Biologically-inspired persistent memory engine for Claude Code MCP agents

25 tools for searching, analyzing, and exploring your iMessage history on macOS.

Schema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.

MCP server for FastBCP — high-performance parallel database export to files and cloud

MCP server for FastTransfer — high-performance parallel data transfer between databases

MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet

MCP server for MigratorXpress — cross-platform database migration with parallel transfer

Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.

Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cycles & more

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.

Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

IBAN validation, BIC/SWIFT lookup, SEPA compliance and risk scoring. 121K+ BICs.

Local-first AI memory with causal graphs. Fully offline, zero config, your data stays local.

Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

MCP server exposing MySQL database functionalities as tools

Unofficial MCP server for Make.com automation - build, validate & deploy scenarios via AI

MCP server for dbatools — exposes SQL Server management commands as MCP tools

Persistent codebase knowledge graph. Survives session restarts and context compaction.

Turn any GraphQL API into MCP tools. Zero config, zero code.

Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.

Read-only access to Quicken For Mac financial data: transactions, spending, and portfolios.

MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL

JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.

Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT, forex, commodities.

MCP Toolbox for Databases enables your agent to connect to your database.

MCP Toolbox for Databases enables your agent to connect to your database.

Generate a ServiceBricks C# .NET microservice as a ZIP file.

Crawl and analyse websites for SEO errors using Crawlee with SQLite storage

Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.

Connect RStudio to AI assistants for interactive R coding and data analysis.

Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more

HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.

Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities.

Local task scheduler and worker manager with MCP integration for Claude Desktop.

Coinmarketcap - 30 tools for data, metrics, and on-chain analytics

Etherscan Api - 71 tools for data, metrics, and on-chain analytics

Hyperliquid - 2 tools for perpetuals, options, and position data

Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.

Local semantic code search with Git history. Works offline, no API key needed.

MCP server registry and marketplace - discover, install, activate tools on demand

Pipeline task management for AI agents - stages, dependencies, artifacts, claiming

Encoding-aware, indentation-smart file tools for AI coding agents with SSH, SFTP, and 20+ tools.

MCP runtime copilot for health checks, regressions, explainability, and operational memory.

Persistent memory for AI agents. 19 tools, Hebbian learning, RRF search, knowledge graph.

Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claude.

Persistent memory for Claude Code — offline, single-file, hybrid search.

PostgreSQL-backed virtual filesystem for agents: session isolation, shared stores, POSIX ops, RLS.

Real-time Firestore schema context for AI coding agents. Stop hallucinating field names.

MCP server for expense tracking, invoices, budgets, and financial insights directly in Claude

MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.

Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app

83 rules to catch dangerous PostgreSQL migrations before production. Lock analysis + auto-fix.

MCP server for Umami Analytics API v2 — websites, stats, events, reports, and realtime

MongoDB Model Context Protocol Server

Task management system for AI assistants with MCP protocol, templates, and bilingual support (TR/EN)

Persistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.

MCP server for Neo4j Aura Database Instance Manager.

A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.

A simple Neo4j MCP server for creating graph data models.

MCP Neo4j Knowledge Graph Memory Server

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering

Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deployment

PostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, and tool filtering

Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI-native operations

SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.

Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.

Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.

Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status

SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.

SQLite MCP — query databases, inspect schemas, explain queries, export data.

Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI

MCP server for secure database access (PostgreSQL, MySQL, SQLite)

Official PostHog MCP Server for product analytics, feature flags, experiments, and more.

263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.

Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing

HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.

Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

JSON, YAML, TOML, INI config tools for AI agents

SQL formatting, schema visualization, migration generation

GitHub analytics - repos, PRs, issues, releases, contributors

JSON/YAML/CSV validate, diff, transform for AI agents

MCP server for encrypted SQLite databases (SQLCipher 4) - Works with MoneyMoney, KeePass and more

MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations and query support

MCP server for generating REST API boilerplate and Express endpoints.

MCP server for API testing: HTTP requests, cURL generation, health checks.

MCP server for Base64, URL, and HTML encoding/decoding

Encode/decode Base64, URL-safe variants, and file data

MCP server for generating changelogs from conventional commits.

Generate changelogs from git commit history

MCP server for code quality: complexity, duplicates, naming, refactoring.

MCP server for color palette generation and conversion — HEX, RGB, HSL

Convert between HEX, RGB, HSL color formats and generate palettes

MCP server for cron expression parsing, validation, and scheduling.

Build, explain, and validate cron expressions

MCP server for computing text diffs, comparing strings, and generating unified diff output.

Compare text and code, show differences with context

MCP server for .env file validation, parsing, and comparison.

Parse, validate, and manage .env environment files

MCP server for GitHub repo stats: stars, forks, contributors, activity.

MCP server for CSS gradient generation — linear, radial, conic

Build CSS linear and radial gradient values

MCP server for cryptographic hashing — MD5, SHA-1, SHA-256, SHA-384, SHA-512

Hash text with SHA-256, SHA-384, SHA-512 and compare hashes

MCP server for IP calculations: subnets, CIDR, ranges, network info.

IP address and subnet calculator, CIDR notation

MCP server for JSON processing — format, validate, diff, convert, minify, query, analyze

JSON processing — format, validate, diff, convert, minify, query, analyze

MCP server for JWT decoding and inspection

Decode and inspect JWT tokens — header, payload, expiry check

MCP server for generating production-ready HTML landing pages.

MCP server for placeholder text, fake names, emails, and addresses.

Generate placeholder text — lorem ipsum and alternatives

MCP server for markdown: tables, TOC, HTML conversion, formatting.

Markdown processing, TOC generation, HTML conversion

Meta MCP server that generates other MCP servers — the factory that builds factories

MCP server for SEO meta tag generation — title, description, Open Graph, Twitter Cards

Generate HTML meta tags and Open Graph metadata

MCP server for secure passwords, passphrases, and strength checking.

Generate secure passwords with configurable rules and strength check

MCP server for QR code data: URLs, vCards, WiFi configs, events.

MCP server for README.md generation from project metadata

Generate professional README.md files from project analysis

MCP server for regex testing, matching, replacing, and validation

Test, explain, and generate regular expressions

MCP server for SEO analysis: meta tags, headings, keywords, sitemaps.

MCP server for CSS box-shadow generation

Generate CSS box-shadow and text-shadow values

MCP server for timestamp conversion — Unix, ISO 8601, relative time

Unix/ISO timestamp conversion, timezone math, duration calc

MCP server for generating UUIDs (v4, v7), ULIDs, nanoids, random IDs.

Generate UUID v4/v7, ULID, nanoid, and random unique identifiers

MCP server for web scraping: URLs, links, metadata, CSS extraction.

Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

Local-first agentic memory for MCP agents — 25 tools, hybrid search, GDPR, no cloud.

MCP server for local SQLite database operations

Federal Reserve Economic Data (FRED) MCP Server - Access all 800,000+ economic time series

SQL Server MCP with RAG capabilities for Windows (native ODBC support)

SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

Provides programmatic access to Tiger Cloud services, databases, and documentation.

Real-time prediction market consensus data for AI agents

MCP server for ASAM ODS with Jaquel query tools, connection management, and data access

Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.

Graph-vector memory for AI assistants using FalkorDB and Qdrant

Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.

MCP server for CSV/JSON data transformation using YAML rules

MCP server for CSV/JSON data transformation using YAML rules

Local-first grocery price intelligence with a read-only MCP server.

9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys.

Multi-protocol API mock server: HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, SOAP.

MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API.