haris-musa/excel-mcp-server B MCP Server Stale
haris-musa/excel-mcp-server
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
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422 MCP servers and agent skills in the Developer Tools category, ranked by quality score.
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Finance & Fintech39Developer Tools27Other Tools and Integrations23Security20Search & Data Extraction20Databases18Knowledge & Memory14Cloud Platforms13Aggregators10Communication9Coding Agents8Art & Culture8Workplace & Productivity7Social Media7Biology, Medicine and Bioinformatics7Monitoring6Development and Testing6Data Platforms6Multimedia Process5Location Services5Data Science Tools5Travel & Transportation4Sports4Productivity and Collaboration4Results
hyperb1iss/droidmind C MCP Server Stale
hyperb1iss/droidmind
Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.
SDGLBL/mcp-claude-code C MCP Server Stale
SDGLBL/mcp-claude-code
An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
tumf/mcp-text-editor C MCP Server Stale
tumf/mcp-text-editor
A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
MikeRecognex/mcp-codebase-index C MCP Server Stale
MikeRecognex/mcp-codebase-index
Structural codebase indexer exposing 17 query tools (functions, classes, imports, dependency graphs, change impact) via MCP. Zero dependencies.
yangkyeongmo@/mcp-server-apache-airflow C MCP Server Stale
yangkyeongmo/mcp-server-apache-airflow
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
yiwenlu66/PiloTY C MCP Server Stale
yiwenlu66/PiloTY
AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
Yutarop/ros-mcp D MCP Server Stale
Yutarop/ros-mcp
MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.
xzq.xu/jvm-mcp-server D MCP Server Stale
xzq-xu/jvm-mcp-server
An implementation project of a JVM-based MCP (Model Context Protocol) server.
conan-io/conan-mcp D MCP Server Official Stale
conan-io/conan-mcp
Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities.
xcodebuild D MCP Server Stale
ShenghaiWang/xcodebuild
Build iOS Xcode workspace/project and feed back errors to llm.
srijanshukla18/xray D MCP Server Stale
srijanshukla18/xray
Progressive code-intelligence MCP server: map project structure, fuzzy-find symbols, and assess change-impact across Python, JS/TS, and Go (powered by `ast-grep`).
XixianLiang/HarmonyOS-mcp-server D MCP Server Stale
XixianLiang/HarmonyOS-mcp-server
Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
grahamrowe82/pt-edge D MCP Server Stale
grahamrowe82/pt-edge
AI project intelligence MCP server. Tracks 300+ open-source AI projects across GitHub, PyPI, npm, HuggingFace, Docker Hub, and Hacker News. 47 MCP tools for discovery, comparison, trend analysis, and semantic search across AI repos, HuggingFace models/datasets, and public APIs.
ArchAI-Labs/fastmcp-sonarqube-metrics D MCP Server Stale
ArchAI-Labs/fastmcp-sonarqube-metrics
A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
VrtxOmega/Ollama-Omega D MCP Server Stale
VrtxOmega/Ollama-Omega
Official Ollama MCP Server. Exposes ollama_chat, ollama_generate, ollama_pull_model, ollama_list_models and ollama_show_model tools for advanced AI interactions.
mattjegan/swarmia-mcp D MCP Server Stale
mattjegan/swarmia-mcp
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting.
notasandy/mcp-code-sanitizer D MCP Server Stale
notasandy/mcp-code-sanitizer
Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and SQL injections. Tools: analyze_code, compare_code, explain_code, generate_tests, analyze_file, HTML reports.
ericbrown/project-context-mcp D MCP Server Stale
ericbrown/project-context-mcp
Exposes `.context/` folder files as MCP resources, giving Claude Code instant access to project documentation via `@` mentions.
AgiMaulana/HuaweiAppGalleryMcp D MCP Server Stale
AgiMaulana/HuaweiAppGalleryMcp
Huawei AppGallery Connect publishing: upload APK/AAB, update metadata and localizations, submit for review, and manage phased rollouts.
Adityaaery20/media-mcp D MCP Server Stale
Adityaaery20/media-mcp
Local image and video processing MCP server with 13 tools for resize, convert, compress, crop, thumbnail, metadata extraction, rotate, flip, filters, and ffmpeg-based video operations. No API keys required.
SegfaultSorcerer/heap-seance D MCP Server Stale
SegfaultSorcerer/heap-seance
Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async-profiler with structured confidence-based verdicts. Two-stage escalation model with conservative scan and deep forensics.
TamarEngel/jira-github-mcp F MCP Server Stale
TamarEngel/jira-github-mcp
MCP server that integrates Jira and GitHub to automate end-to-end developer workflows, from issue tracking to branches, commits, pull requests, and merges inside the IDE.
Pratyay/mac-monitor-mcp F MCP Server Stale
Pratyay/mac-monitor-mcp
Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
avisangle/jenkins-mcp-server F MCP Server Stale
avisangle/jenkins-mcp-server
Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and queue management with CSRF protection and 2FA support.
aparajithn/agent-utils-mcp F MCP Server Stale
aparajithn/agent-utils-mcp
Swiss-army-knife utility server for AI agents. 18 tools including JSON validation, base64, hashing, UUID generation, regex testing, markdown conversion, datetime conversion, cron parsing, CSV/JSON conversion, JWT decoding, and more. Streamable HTTP MCP + REST API with x402 micropayments.
Wooonster/hocr_mcp_server F MCP Server Stale
Wooonster/hocr_mcp_server
A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.