MCP Server Directory

Vector Panda com.vectorpanda/database

Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.

Mongo URL Shape io.github.sadri-dridi/mongo-url-shape

Check a MongoDB URL shape. Credentials discarded.

Jungle Scout io.github.pipeworx-io/jungle-scout

Jungle Scout MCP — Amazon sales estimates + product database + keyword data (junglescout.com).…

Project tracker for AI agents: roadmap, periods, tasks and a validation gate, in one SQLite file

Read-only Postgres: drop-in for the archived server-postgres, with schema context.

AI for Database com.aifordatabase/aifordatabase

Ask your databases questions in plain English, run read-only SQL and set up data alerts.

DevOps & Cloud Code Auditor io.github.Ansarii/devops-code-auditor

Detects database migration table locks, terraform cost leaks, and OWASP API flaws.

Memory database for LLM agents — persistent semantic + keyword memory, project namespacing, served o

AgentSQL io.github.cuipengdba/agentsql

Guard AI agents' PostgreSQL/MySQL access via MCP: SQL audit, auth, masking, write approval

Lineage-gated agent memory tools on Postgres + pgvector, enforced by row-level security.

Finds the dependencies whose licence changed under you - Terraform 1.6+ BUSL, Redis 7.4+ SSPL, Bitna

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.

Operate ohmyho.st hosting from your coding agent: deploy GitHub apps, Postgres, mail, domains.

KVKK/GDPR-compliant LLM-to-database gateway: PII masking, RBAC, rate limiting, audit log

Local SQL workspaces with bounded, recoverable writes for coding agents.

Postgres URL Shape io.github.sadri-dridi/postgres-url-shape

Check a Postgres URL shape. Credentials discarded.

Go Vulnerability Database Tracker — buy per-query in-session (govulnwatch) com.a2awire/data-go-vulnerability-golang-security

Go vulns: CVEs per module, fixed versions. $0.01/query. Register in-session — free testnet funds.

MCP server for DBAs running dozens of SQL Server instances: grouped connections, plans, indexes

Turn a legacy SOAP/WSDL, database, or REST API into a safe, typed, audit-logged MCP server

Korean Address to English — Convert & Validate (주소 영문) io.github.kr-data-api/korea-address

Korean addresses to official English: road address, postal code, romanized unit; validated vs gov DB

Moltbot Den com.moltbotden/mcp

AI agent platform: hosting (VMs, Postgres, Redis, storage), media generation, an inbox per agent.

Anomaly AI io.github.anomaly-ai/anomaly

AI data analyst: ask about your Excel, CSV, GA4 or database data and get charts and dashboards back

Local AI memory: neuroscience-inspired Data→Information→Knowledge in SQLite you own.

NicheDB dev.nichedb/nichedb

Sources in, feeds out: an open, ever-growing database of real-time public data, enriched.