Awesome MCP Servers

IBAN validation, BIC/SWIFT lookup, Swiss clearing, and compliance risk scoring for AI agents. 121K+ bank entries, 84 countries, 85 EMI/vIBAN classifications.

Technographics for desktop apps (like builtwith.com)

Extract profiles, jobs, companies from LinkedIn. Session-based auth — log in once, scrape headlessly. Job search works without login. Free alternative to Proxycurl.

Multi-database analysis MCP server (PostgreSQL, MySQL, SQLite). Inspects schemas, detects index problems, analyzes table bloat, and explains query plans for actionable database optimization.

Database migration risk analysis for Flyway and Liquibase. Detects dangerous schema changes — lock risks, data loss, destructive operations — before they hit production.

Redis diagnostics MCP server — analyze memory usage, slowlog patterns, client connections, and keyspace health with AI-powered recommendations. Lightweight npx install, no Docker required.

Real-time forex macroeconomic API for all major currency pairs sourced from central bank announcements.

Deterministic parcel intelligence for SF, Oakland, Boston, DC, LA, and NYC. Resolves addresses to zoning, permits, assessed values, and planning cases. Hard status codes. Sub-200ms.

MCP server exposing Chile's open government dataset portal (datos.gob.cl / CKAN API v3)

AudioAlpha turns 100+ daily finance and crypto podcasts into structured intelligence — α-sentiment scores, narrative signals, asset mentions, transcripts, and market snapshots with 40+ custom metrics. Built for AI-driven research and trading workflows.

Verified knowledge base for AI Agents — certified Swiss facts, no hallucinations.

Official MCP server for exerciseapi.dev — search 2,198+ exercises across 12 categories

Real-time Singapore government data and ACRA company intelligence for AI agents. 13 tools: weather, air quality, dengue clusters, transport, and company verification.

Persistent AI memory server with 3-layer hybrid search, confidence scoring, and 16 tools. Zero LLM dependency.

A single-binary MCP server for MySQL, MariaDB, PostgreSQL, and SQLite

Drug safety intelligence API with 19 MCP tools. Covers 358 drugs across 1M+ FDA adverse event reports with real-time risk scoring, pharmacovigilance signal detection (PRR/ROR), company portfolio analysis by ticker, and AI-powered analyst briefs. Free tier: 100 calls/day.

Analyze the entire cybersecurity market, products and companies with a single prompt

Brain-inspired persistent memory MCP server with hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, and knowledge graphs — 17 tools, fully local via Ollama, zero API keys.

Search product catalogs across thousands of Central European e-shops. Semantic search, keyword matching, GTIN/EAN lookup — via REST API or MCP. ~2,500 e-shops | ~8.5M products | 7 countries (CZ, SK, PL, HU, RO, DE, AT)

Lightweight knowledge graph

Intent-based, secure database access protocol for AI systems — LLMs send structured intents instead of raw SQL.

MCP server for Apache AGE graph databases on PostgreSQL. **21 MCP tools** — the most comprehensive Apache AGE MCP server (graph CRUD, Cypher queries, batch transactions, semantic search, Graph RAG, vis.js visualization, export/import) - **F#/.NET** — the only non-Python Apache AGE MCP server, installs as a single dotnet tool - **Production-grade** — BenchmarkDotNet-verified performance (cached queries in 62 ns, Cypher in 1 ms) - **Open source** — MIT license, published on [NuGet](https://www.nuget.org/packages/AgeMcp) - **Documentation** — full docs site at neftedollar.com/age-mcp

Structured business ontology giving AI agents deterministic access to institutional reasoning — 18 MCP tools, Dolt backend, 0% → 100% "why?" recall vs Markdown+RAG.

Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite

Persistent memory, teams, and projects for AI agents. 76 MCP tools for storing, recalling, and sharing knowledge across sessions.

Search the MOTE AI agent registry to discover machine-readable businesses by category, location, and keyword

Manage graph-based data models, schemas, and ontologies with CoreModels. 16 MCP tools for visual data modeling with full JSON Schema support.

Browse, create, and manage schema projects on the Schematica schema library. 8 MCP tools for AI-powered schema design and data modeling.

Deterministic O(1) memory for AI agents — local-first, MCP-native, with multi-agent speaker attribution and millisecond recall.

Free regulatory intelligence. Search 27,000+ government changes in ORCA format. No API key.