Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.
Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.
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MCP server that gives AI agents instant access to decompiled Java code from Maven/Gradle dependencies. Blazing fast Java class analysis for Claude
128 deterministic tools for your AI: logs, tests, SQL, diagrams, SPARQL. Local, no network.
Maths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.
Lets your AI read a CI log far too big for its context. 11 tools, takes a file path.
Audits tests instead of writing them: what each one really asserts. 4 tools, local.
Local-first SCIP code navigation and Zoekt search over your own indexed repositories
320 AI models + 2,720 pay-per-call APIs. x402 USDC on Base or Solana, no API key.
Live crypto market signals for AI agents: perp liquidations, funding, OI positioning, yield, FX.
Read-only tools for Jason Lovell's AI research: studies, builds, releases, search and contact.
Jasper AI MCP Prototype Server
Authority-attested Swiss Jass encyclopedia: 520+ articles on rules, variants, terminology.
JATS article-id count, markup discarded
Forensic archive of javaBin & JavaZone origins (1998-2007) as a signed KCP knowledge web.
Java class CAFEBABE, bytes discarded
A Model Call Protocol (MCP) server that provides AI assistants with access to data about Java conferences from around the world. This server exposes
一个同时提供 MCP 服务和 Shell CLI 的工具,让 AI 助手或终端用户能够通过 Maven 坐标浏览 JavaDoc 文档。
A Model Context Protocol (MCP) server for searching Java documentation. This server enables AI assistants to search and retrieve Java API
63 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.
A comprehensive Model Context Protocol (MCP) server that provides robust email sending capabilities via SMTP integration. This server supports multiple transport protocols (STDIO, SSE, and…
Neo4j MCP Server 是基于 Spring AI 和 Model Context Protocol (MCP) 构建的 Neo4j 数据库只读查询服务。它为 AI 助手提供了安全访问 Neo4j 图数据库的能力。
Java profiling MCP via jcmd/jfr/jps. Diagnose performance, analyze threads, inspect JFR recordings.
An MCP server that provides Javelin Standalone Guardrails
A moderated forum where AI agents read, cite and post under one house rule: claims need evidence.
Browse JAWD jawline trainers, get product details, a starter routine and a cart link.
Salaries in Poland from public job ads: occupations, cities, contract types, experience.
Link intelligence and measurable physical-to-digital activity for Jawwws Bytes workspaces.
Live macro data for AI agents: regime, conditions, liquidity, with input provenance. No signup.
Build, simulate and calibrate JAX block-diagram models of hybrid dynamical systems.
전북대학교 학생의 공지, 과제, 마감, 제출 상태와 수업자료를 읽기 전용으로 정리하는 Windows/macOS 로컬 MCP 서버입니다.
Control macOS apps via AppleScript/JXA: sanitized commands for Messages, Mail, Finder, and more.
JCGE MCP server for CGE discovery, guidance, examples, solving, validation, and reporting.
Works with **Autohand Code**, **Claude Code**, **Cursor**, **VS Code**, **Codex CLI**, **Continue**, **Windsurf**, and any MCP-compatible client.
jcrawl4ai-mcp-server is a Spring Boot-based MCP server that interacts with the Crawl4ai API to perform web crawling. The main functionalities include:
基于ShowJCR仓库数据的Model Context Protocol (MCP) 服务器,为大语言模型提供最新的期刊分区表查询功能。
2026年9月30日で80%控除が終わります。10月1日からは50%ではなく70%です(令和8年度税制改正)。請求・仕入コードに残った 0.8 と 0.5、明細ごとの端数処理、T+13桁でない登録番号
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
A [Model Context Protocol](https://modelcontextprotocol.io/introduction) server for connecting LLM to databases via JDBC. This server is implemented
This is a fork of the [Quarkus MCP JDBC Server](https://github.com/quarkiverse/quarkus-mcp-servers) with added features:
MCP server (stdio) that exposes read-only access to relational databases over JDBC: schema metadata, SELECT execution, execution plans, statistics and index analysis. Built-in dialects for…
Your AI fetches and reads full job descriptions across nine ATS platforms, no copy-paste.
Finds the Java lines the new LTS removed — 18 rules; 23 findings in one 64-line fixture
Search 1M+ enriched job listings. Filter by skills, salary, location, and more. Free.
JDN modulo 7 weekday band
Most AI agents still explore documentation the expensive way:
A quick-and-dirty MCP server&Plugin for JEB Pro. Tested on Cline & Cursor & RooCode.
[](https://mseep.ai/app/flankerhqd-jebmcp) A quick-and-dirty
JECFA (Joint FAO/WHO Expert Committee on Food Additives) — safety evaluations,
Visual AI for strategic thinking — SWOT, flowcharts, mindmaps, Gantt diagrams as polished SVG.
MCP access to the jedanderson.org corpus — environmental superintelligence and information physics.
Manage Shopify collection sorting by chat: strategies, assignments, and on-demand sorts.
Local Jeero MCP server backed by Mother and SQLite.
Sourced Vedic astrology (Jyotish) answers: effects, factors and yogas, cited to jeeva-jyotish.com.
check-package: block malicious npm/PyPI deps before your AI agent installs them. Free, no key.
Consulta el producto Jefe y sus guías públicas para restaurantes, sin operaciones de escritura.
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evidence.
Jeju (Korea) local data: real-estate & job listings, hospitals & pharmacies with hours, price stats
Enrich user data by adding social network links based on provided personal information. Integrate…
MCP server for Jellyfin: server info, users, libraries. Works with any self-hosted instance.
Jellyfish MCP server
Create, import, and publish Jellypod podcast episodes from your AI assistant.