Databases & Data MCP Servers
Databases & Data category — 314 MCP servers, ranked by GitHub stars.
autario-mcp
Query 8,000+ verified open datasets (World Bank, Eurostat, FRED, SEC) with stats and charts.
SQL Server MCP
MCP server for DBAs running dozens of SQL Server instances: grouped connections, plans, indexes
llm-advisor-mcp
Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.
mcp-clickhouse
ClickHouse query & management for AI agents — SQL-classified read/write/destructive gating.
power-bi-mcp
Power BI MCP server with device code auth, enhanced refresh (table-level polling with retry), refresh diagnostics with root-cause error…
urdb-mcp
Search URDB for product integrity scores, enshittification events, and change tracking.
data-profiler-mcp
Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.
iz-tolk-mcp — Tolk Compiler for TON
Tolk smart contract compiler for TON — compile, check, and deploy from AI assistants
Seshat-BI
Read-only readiness governance for BI pipelines. Six tools report where each table sits across a seven-stage source-to-Power-BI spine,…
querywise-mcp
Query SQL databases (SQLite, PostgreSQL, BigQuery, Databricks) in natural language through a business semantic layer — glossary, metrics,…
lintbase
Real-time Firestore schema context for AI coding agents. Stop hallucinating field names.
mcp-icp-fit-scorer
Scores a company against your ICP with weighted signals. Returns score, tier, and breakdown.
mrc-data
China's apparel supply chain data for AI agents. 1,000+ verified suppliers, 350+ lab-tested fabrics, 170+ industrial clusters with AATCC /…
flamerobin-mcp-server
#️⃣ 🏠 🪟 - Firebird database MCP server that reads connection details from [FlameRobin's](http://www.flamerobin.org/) config — no…
caisse-enregistreuse-mcp-server
Allows you to automate or monitor business operations, sales recorder, POS software, CRM.
cli
PushToDisplay MCP server — send real-time updates to display boards on iOS and Android devices.
QuestDB Web Console MCP Server
Connects coding agents to a running QuestDB Web Console: notebook cells, SQL queries, and charts.
mcp-compress
Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant quantization. Auto-selects best algorithm. 60x compression…
yanifend-mcp
Hosted MCP server for [YaniFend](https://yanifend.com), a WordPress feedback widget — manage your questionary (list / create / update /…
Sugra API
Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.
Axiom — Advanced Math
Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas
dbridge-mcp
Query SQLite, PostgreSQL, and MySQL in plain language - read-only, with column masking and limits.
airflow-mcp-server
Airflow MCP — list DAGs/runs/task instances, tail logs, trigger and clear (write-gated)
Apiverket
Query Swedish public data: companies, SCB statistics, weather, transport, and more.
mathmethods-mcp
Numerical methods MCP server for root finding, numerical integration, differential equations (RK4), and Lagrange interpolation.
registep-mcp
AI-powered POS & sales analytics MCP server with 67 tools for Airレジ, スマレジ, and BASE EC integration. Provides store management, sales data…
verilexdata-mcp
20 structured datasets (NPI healthcare, SEC filings, OFAC sanctions, crypto whales, Polymarket signals, patents, economic indicators) via…
filter-mcp-server
Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuRF) via MCP
LiteScope
Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.
mcp-debezium
Debezium / Kafka Connect CDC connector management for AI agents — governed, secret-safe.
mcp-kafka
Apache Kafka monitoring & management for AI agents (with consumer lag) — governed.
mcp-percona-pg
Manage Percona PostgreSQL + PgBouncer on Kubernetes — safe-by-default access modes and guards.
FlexOrch
Classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents.
mcp-run-sql-connectorx
An MCP server that executes SQL via ConnectorX and streams the result to a CSV or Parquet file. Supports PostgreSQL, MariaDB, BigQuery,…
ERP Report Engine
Read-only MCP for the SQL database behind an ERP: provably read-only guard, public benchmark.
ictcrm-mcp
Read CRM contact groups and manage contacts on ICTCRM (ICTContact backend).
mcp-gnu-units
Unit conversion and dimensional analysis backed by the bundled GNU units database (3000+ units, compound expressions, reduction to SI base…
networklytics-mcp
YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and…
gnomon
Deterministic batch tools so LLM agents stop guessing dates and math.
mcp-multi-db
One MCP server for PostgreSQL, MySQL, and SQLite. Unified read-only tools (`list_databases`, `list_tables`, `describe_table`, `run_query`)…
rigor
Verified statistical inference for AI agents: hypothesis tests, sequential testing, power.
keyneg-mcp
Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents
mcp-server-peliqan
Data platform with ETL and built-in data warehouse, access all business applications (ERP, CRM, Accounting etc.) via MCP and run queries…
pcq
Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-in MCP server exposing 14 tools…
redash-mcp
Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.
MCPDBWizard
An Oracle MCP server built from the PL/SQL, tables and statements you select. No run-sql tool
thinair-data
Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for query, schema introspection, optimization, migrations, PII…
nutriref-api
Pay-per-call USDA nutrition for AI agents (x402 micropayments in USDC on Base).
Postgres AIops
Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analysis; 35 MCP tools.
blackmount-nlp-mcp
Deterministic local text analysis: sentiment, readability scoring, keyword extraction, text similarity, summarization, and language…
mcp
Find out what changed at a company and when — funding, senior hires, partnerships, expansion, office openings, customer wins. 40+ event…
datanika-core
Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage ELT pipelines.
echoloc-mcp
Company technographics from hiring data: search 760K+ companies by the technologies they use with direction of change (adopting /…
CivicDataForge Public-Records Data
Ten government-record evidence tools for property, healthcare, facilities, Norway, and routing.
greencalculus-mcp
Sourced greenhouse-gas emission factors and audit-traced carbon calculations (activity, embodied EN 15978, PCAF financed emissions) —…
jevx-mcp
Run Jev AI typed decisions (choice, score, noul) on jevx.org and get calibrated probabilities on every option. Zero-shot: criteria live in…
polymath-megablaster-mcp
Local deterministic calc MCP: exact math, dates, unit conversion, stats, subnet math.
JDBC MCP Server
Read-only PostgreSQL, Oracle and SQL Server access for AI agents: SQL, plans, schema, index stats
infino-mcp
Keyword, semantic, hybrid, and SQL retrieval for AI agents, local or on Infino Cloud.
decisionmatrix-mcp
Deterministic multi-criteria decision analysis for AI agents — score, rank & explain options.