Developer Tools MCP Servers

Connects AI agents to live, verified financial data from 18,000+ institutions — ready to reason from

BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

MCP for the Opendock Neutron API.

MCP server for Confluence Cloud — page editing, navigation, and content management

Structured thinking + steel-manning verification for AI agents. Backed by 43+ papers.

MCP server for Target - search products, manage cart, track orders

An MCP server that serves informtaion from the official MCP registry

MCP server for real-time LLM API documentation — stop hallucinations

Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.

AI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening

Image processing for AI agents. Resize, convert, compress, and pipeline images.

AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.

Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.

Manage Google Ad Manager campaigns via MCP: orders, creatives, targeting & reports.

Give any AI agent instant payment capabilities via x402 protocol on Solana

Aspire Learning MCP — browse courses, chapters, lessons, and import LaTeX quizzes

Browse Bible verse collections from Remember Me, a free memorization app in 48 languages

MCP server for picoli.site - URL shortening and click analytics for AI agents

AI-powered job cost estimator for skilled trades with material and labor breakdowns

AI Agent Guardrails MCP server - security layer

MCP-Transcribe server allows LLMs to interact with the text content of audio/video files

MCP server for Thoth with multi-platform AI content generation

This package is intended for demonstration only. Maintained by JFrog Security.

Czech National Bank daily FX rates: CZK exchange rates, currency conversion, history

Amazon organic ranking MCP server. Run campaigns, track positions, monitor rank movement.

Save up to 80% tokens when AI reads code via AST-aware structural reading

Transform AI-generated copy into human-sounding, GEO-optimised marketing content.

Modify PDF text, replace with regex, and analyze layout while preserving fonts.

AI content generation with 50+ models: image, video, TTS, voice cloning, and more.

Packmind captures, scales, and enforces your organization's technical decisions.

Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

Sports card pricing, market analysis, grading ROI, and player stats (NBA/NFL/MLB)

Interactive LeetCode MCP server with authorization and solution submission capabilities

MCP server for codewiki.google: search repos, fetch wiki docs, ask questions

High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility

Bring Kubit into your AI workflow — query your warehouse with natural language

Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.

AI-native browser for agents. 71 tools with self-healing, semantic extraction, vault CLI.

Korean news aggregator - Naver, Google News, Daum trends in real-time

Atlassian Rovo MCP Server

Generate tailored quality criteria and scoring guides from your task descriptions. Refine objectiv…

20 MCP tools for Pitt County NC real estate — parcels, permits, sales, builders, and foreclosures.

Search and contribute to a shared knowledge base of AI-discovered problem-solution pairs.

Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.

Auto-loads skills into agent sessions. MiniMax vision and search proxy.

MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refactorings

Provide AI assistants with real-time access to official SEC EDGAR filings and financial data. Enab…

Chat with your Ableton session in real-time.