UniversalBench: run code, web, databases, and any LLM from your AI, safely
An MCP execution platform that gives any AI real infrastructure to act. Through three tools it can run code and shell commands, install packages, run tasks in…
Directory
Search MCP Servers
Sequential Thinking
Sequential Thinking is an MCP server that provides a tool for dynamic and reflective problem-solving through a structured, step-by-step thinking process. It is…
dbt-docs
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt…
mnemo
Persistent memory for AI coding agents. mnemo stores decisions, bugs, conventions, and discoveries across sessions in a local SQLite database.
Simple MySQL MCP Server
A simple MCP server for MySQL, demonstrating fundamental MCP protocol concepts. Requires a MySQL database connection configured via environment variables.
Serper
An MCP server that integrates with the Serper API to provide web, news, image, and video search results from Google, plus maps and reviews search, web scraping…
Pocketbase
# pocketbase-mcp [](LICENSE) [
OneTool MCP
🧿 One MCP for developers - No tool tax, no context rot. 100+ tools including Brave, Gemini, Context7, Version Checker, Excel, File Ops, Database, Chrome…
Amnesic
Persistent semantic memory for SQL databases (Postgres, MySQL, MSSQL, SQLite). Annotate once, remember forever.
MCP MySQL Server
MCP MySQL Server is an MCP server that enables MySQL database access through an SSH tunnel. Designed for use with Cursor IDE, it allows MCP‑compatible clients…
Chuck — Sports Analytics and Analysis
Hosted MCP server for live sports data — scores, analytics, schedules, standings, multi-book odds, team form, head-to-head, model predictions, and…
OrionBelt Semantic Layer
API-first engine and MCP server that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse, Dremio, and…
MTG MCP Servers
Magic: The Gathering (MTG) servers for deck management and card search using the MCP protocol.
Dgraph
Connects language models to Dgraph graph databases, enabling DQL queries, mutations, and schema management for seamless database interactions without context…
mcp-ip
Get geographic location information from IP addresses using offline IP database.
GraphDB
Provides read-only access to Ontotext GraphDB repositories, enabling exploration of RDF graphs through SPARQL queries and structured views of repository data…
Webcam/Screenshot Capture
Enables capturing and analyzing live webcam images and screenshots for real-time visual context in AI applications.
Code Context (Semantic Code Search)
Enables semantic code search and understanding by cloning git repositories, splitting code into semantic chunks, and generating embeddings for natural language…
Snowflake MCP Server
A read-only server for interacting with Snowflake databases, allowing SELECT queries and access to schema context.
HANA Cloud ML Bridge
Bridges SAP HANA Cloud databases with machine learning operations through a three-layer architecture that enables model management, execution contexts, and…
GreptimeDB
Enables AI interaction with GreptimeDB time-series databases through MySQL protocol for data exploration, analysis, and SQL query execution with built-in…
Wormhole Metrics MCP
Analyzes cross-chain activity on the Wormhole protocol, providing insights into transaction volumes, top assets, and key performance indicators.
FEGIS (Schema-Driven Memory)
Schema-driven memory engine that gives LLMs structured persistent memory for maintaining context, building knowledge bases, and creating meaningful connections…
Claude Conversation Memory System
Provides searchable local storage for Claude conversation history, enabling context retrieval during sessions.