MCP server directory

Real-time on-chain market prices using open and free Dexscreener API

SQL Server MCP server with AST-based query validation, read-only safety, schema exploration, ER diagram generation, and DBA toolkit integration (First Responder Kit, DarlingData, sp_WhoIsActive).

BigQuery database integration with schema inspection and query capabilities

MongoDB integration that enables LLMs to interact directly with databases.

Manage Apache Airflow through its REST API — list DAGs, inspect DAG runs and task instances, trigger runs, and check failed-DAG and scheduler/metadatabase health. 7 tools, built with FastMCP. Install: `uvx mcp-airflow`.

Unit conversion and dimensional analysis backed by the bundled GNU units database (3000+ units, compound expressions, reduction to SI base units). Offline and deterministic. `uvx mcp-gnu-units`.

Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).

A Model Context Protocol Server for MongoDB

🎖️ ☕ – Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.

Natural language to validated SQL engine with multi-connector support (PostgreSQL, MySQL, Snowflake, BigQuery, DuckDB), document QA, semantic caching, and self-hosted MCP server.

Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP.

Surgical editing of existing Word .docx files with formatting preservation, tracked changes, comments, footnotes, and document comparison.

Query and analyze Azure Data Explorer databases

provides AI-powered PostgreSQL performance tuning capabilities.

The PlanetScale CLI includes an MCP server that provides AI tools direct access to your PlanetScale databases.

A Go implementation of a Model Context Protocol (MCP) server for Trino

Page-cited retrieval of embedded/firmware reference docs (datasheets, MCU registers, Modbus/CAN, SCPI, IEEE 1547/SunSpec) for coding agents — returns verbatim source snippets with page citations, or "no confident match" instead of a fabricated value. No signup or API key.

Ephemeral file transfer for AI agents and CI/CD pipelines — upload any file, get a SHA-256-verified, TTL-enforced link. 4 tools: upload, file_info, list_uploads, delete_upload. Zero-config via `npx -y transfa-mcp`.

License-first federated image search across 25 providers. Returns open/platform/editorial license tags, attribution strings, dimensions, and download-ready URLs via `npx -y getwebfetch-mcp`.

A soundboard MCP server with millions of meme sounds from myinstants.com. Search, play, and browse categories — let your AI agent play vine boom when code compiles. `npx myinstants-mcp`

A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.

Give your AI superpowers. MCPBundles connects ChatGPT, Claude, Cursor, and other AI assistants to real-world tools and APIs—so your AI can actually do things, not just talk about them. Quick Start → Enable your first MCP server and connect it to your AI in 5-10 minutes How It Works → Understand MCP servers, tools, and providers Browse Integrations → Platform-specific setup guides - Welcome - What MCPBundles is and why it matters - Quick Start - Get your first MCP server working in minutes - What is MCP? - Understand the protocol powering it all

5 tools · Configure provider credentials, Enable MCP servers

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Control an OBSBOT Tiny 2 webcam over USB — pan/tilt/zoom the motorized gimbal in degrees, AI subject tracking, presets, focus/exposure/white-balance, snapshots and recording. Point it at a pixel, or zoom to fit a region of a snapshot it just took. 35 tools (34 on Linux), speaking UVC and the vendor protocol directly with no vendor SDK and no cloud; prebuilt native helpers for Windows, macOS and Linux. `npx obsbot-mcp`

An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)

Query PostgreSQL, MySQL, Redshift and SQL Server over verified SSH / AWS SSM tunnels, with read-only enforcement, confined file exports, and pluggable secret providers (env, Vault, AWS Secrets Manager, RDS IAM). Published on the official MCP Registry.

An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol

Meerbot watches the web pages you care about — a competitor's pricing, a supplier's terms, a regulator's notice — so your AI assistant can tell you what changed.

Generate DOCX and PDF documents from reusable templates at scale. Upload a DOCX template once, call `generate_document` or `generate_batch` with JSON data, and receive a signed download link. Walk-in `acp_*` tools let agents pay per-session via Stripe with no account required. `npx bulkrender-mcp`

Multi-source search across code registries (GitHub, npm, PyPI), academic indexes (arXiv, Semantic Scholar), social platforms (HN, Reddit, X), and community blogs (Dev.to, Hashnode, Qiita, Zenn). Parallel fetch with structured JSON output. `npx -y scout-cli`.

Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents

WeCom (Enterprise WeChat) document operations via MCP: create, read, and edit Docs and Smartsheets (9 tools). Fills the doc-CRUD gap — existing WeCom MCP servers only support webhook messaging.

Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language.