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GitHub's official server for repos, issues, PRs, and Actions — local Docker or hosted remote.
Official MCP reference server that fetches a URL and returns its content as clean Markdown, with chunking.
Official MCP reference server for secure local filesystem read/write within allowed directories.
Official MCP server providing persistent, file-backed knowledge-graph memory across sessions.
Official MCP server for reading, searching, and manipulating a local Git repository's files and history.
Structured step-by-step reasoning tool for breaking problems into revisable thought sequences.
LSP-powered coding agent toolkit: semantic symbol search, references and structural edits.
One hosted MCP server for 2,800+ apps and 10,000+ tools, with Pipedream Connect managing OAuth for your users.
AI-powered reverse engineering: bridge IDA Pro to LLMs for vibe reversing via MCP.
Lets LLMs reverse engineer binaries in Ghidra: decompile functions, rename symbols, trace imports, exports and xrefs.
Fully managed remote server for AWS docs, blogs, What's-New and Well-Architected guidance — no key.
Read, search, and edit your Obsidian vault through the Local REST API community plugin.
Popular community GitLab MCP server for projects, MRs, issues, pipelines, wikis and releases.
Gives MCP-enabled clients semantic code tools: definition, references, rename, diagnostics, and more.
MCP server for AI image & video generation across 9 models, with a 1,446-prompt library and parallel sub-agent orchestration.
Research code like a senior staff engineer: GitHub, local FS, and LSP intelligence wired into your AI assistant.
Community server to manage Railway.app projects, services, and deployments via your agent.
Connect your LLM/MCP client to Binary Ninja for AI-assisted reverse engineering and malware analysis.
List, read, and search Google Drive files plus read and write Google Sheets cells.
Let LLMs query, aggregate, and write to MongoDB with schema inference and read-only protection.
Technical marketing content creation, SEO, and product positioning tools based on Open Strategy Partners' methodologies.
JetBrains IDE plugin exposing an MCP server so AI agents can use the IDE's indexing and refactoring.
Community Puppeteer MCP server that can launch a browser or attach to an existing Chrome window.
Honeycomb observability via AI: query datasets, alerts and boards (community + official).
Natural-language queries to MySQL/PostgreSQL via XiYanSQL text-to-SQL
Exposes VSCode language-server features (find usages, rename, go-to-definition) to AI coding assistants via MCP.
On-demand open-source tax & accounting skills for AI agents across 130+ jurisdictions, via MCP.
Deep research for crypto tokens — free and fully local, across CoinGecko, DeFiLlama, and more.
Real-time framework docs (types + prose + examples) for any npm package via MCP.
Query distributed traces in Grafana Tempo with TraceQL (archived; Tempo now has embedded MCP).
Search and download Kaggle datasets and generate starter EDA prompts from your MCP client.
Search ENCODE, cross-reference 14 genomics databases, run analysis pipelines, and generate publication-ready methods from natural language.
Give AI assistants Roslyn semantic analysis and the Visual Studio Debugger via MCP — 41 tools.
Retrieve and analyze Ramp finance data (transactions, bills, reimbursements) via an in-memory SQLite ETL pipeline.
Minimal MCP server that drives a web browser via Playwright, with an Azure OpenAI / OpenAI client bridge.
SQL static analysis, linting, and dialect conversion for your AI assistant, powered by SQLGlot.
Compiler-accurate Java code analysis for AI agents, built on Eclipse JDT with 75 semantic tools.
Native Rust MCP server giving coding agents a PTY-backed shell, file IO, and tree-sitter code navigation.
Bioinformatics MCP server wrapping the gget toolkit for gene, sequence, structure, and enrichment queries.
Adaptive prep for the Claude Certified Architect exam: 390 questions, spaced repetition, guided capstone, zero sycophancy.