mcp-claude-code
Implements Claude Code-like capabilities for code understanding, modification and project analysis.
★ 305
Connect your agent to docs, search, browsers and your stack with the Model Context Protocol. Every entry links to its source.
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Implements Claude Code-like capabilities for code understanding, modification and project analysis.
★ 305
Read-only database access with schema inspection.
Official
Browser automation and web scraping.
Official
Interact with Redis key-value stores.
Official
Retrieving and analyzing issues from Sentry.io.
Official
Channel management and messaging capabilities.
Official
Database interaction and business intelligence capabilities.
Official
Cross-model, local-first episodic memory engine for Claude Code, Cursor, Codex, and Antigravity.
★ 304
Loads a personal profile mined from your local Claude Code, Codex and OpenCode logs so agents work the way you do.
★ 303
Snowflake: prompt Cortex Agents, query structured and unstructured data, manage objects, run SQL and query semantic views, with RBAC and CRUD controls.
★ 303
Identifies important files in a codebase from dependency relationships, with diagrams and importance scores.
★ 302
Up-to-date documentation for a specific Rust crate via semantic search and LLM summarization.
★ 300
Offline RAG for Claude Code with hybrid BM25 and semantic search, cross-encoder reranking, Markdown-aware chunking and query expansion.
★ 299
Drive the WeftCut desktop video editor: trim and split clips, keyframes, effects, captions, audio mixing, markers and export, with live edits and dry runs.
★ 298
Self-hosted AI studio exposing local image, video and music-video generation, upscaling, RAG and code intelligence, with renders queued on your own GPU.
★ 297
Browser automation using Playwright.
★ 297
Web UI to install and manage MCP servers for the Claude Desktop app.
★ 295
Add, analyze, search and generate video edits from your Video Jungle collection.
★ 295
Accessible KoliBri web component samples, specs, docs and scenarios.
★ 290
Convert Markdown into interactive markmap mind maps with PNG/JPG/SVG export and live browser preview.
★ 290
Coding agent for Max (Max/MSP/Jitter), the visual programming language for music and multimedia.
★ 285
Access and analyze exported Apple Health data.
★ 284
MongoDB database integration.
★ 284
Read from Google Drive and edit Google Sheets.
★ 282
Marketing tools from Open Strategy Partners: writing style, editing codes and product marketing value map creation.
★ 274
Google search with parallel queries for multiple keywords.
★ 272
Directory visualization with semantic analysis, compressed AI-oriented output formats and file categorization.
★ 271
Persistent agent memory with Ebbinghaus-style decay, hybrid BM25/vector retrieval, entity graph for multi-hop reasoning, auto-pruning and a browser dashboard.
★ 271
Generate visual charts dynamically using Apache ECharts.
★ 269
Email for AI agents: autonomous inbox registration via proof-of-work, custom domains, and sending and receiving over the open JMAP standard.
★ 268
Search usernames across social networks and analyze URLs with maigret, an OSINT tool that collects account information from public sources.
★ 268
Retrieve and process documentation through vector search to augment responses with relevant documentation context.
★ 263
Verifiable execution protocol for agent tool calls: signed policy decisions, causal evidence chains and offline verification from a SQLite ledger.
★ 263
Local institutional memory for agents where BFT consensus among validators approves every memory before it is committed.
★ 260
Zabbix integration for hosts, items, triggers, templates, problems, data and more.
★ 260
Reddit market and competitive research: find subreddits via semantic search, fetch posts and comments with full citations and manage research feeds.
★ 259
MySQL CRUD plus database anomaly analysis and role-based permission control, with easily extensible custom tools.
★ 249
Semantic file and code search by description, with local indexes, AST-aware chunking, optional reranking and API-based or fully offline embedding models.
★ 248
Firebase services including Auth, Firestore and Storage.
★ 247
Interact with Milvus and Zilliz databases.
★ 246
Email and SMS for AI agents via a local mail server: disposable inboxes, sending and receiving email, and fetching verification codes.
★ 244
Interface to the Google Tag Manager API.
★ 242
Integration with VictoriaMetrics instance APIs and documentation for monitoring, observability and debugging tasks.
★ 242
Gives coding agents Figma data to write Flutter code, including asset exports, widgets and full-screen implementations.
★ 241
Access real-time security alerts and event data from Wazuh SIEM.
★ 240
Generate interactive mind maps.
★ 240
Interact with Portainer instances: container management, deployment operations and infrastructure monitoring.
★ 240
Unsplash image search.
★ 239
Fetch data from databases with natural-language queries, using XiyanSQL as the text-to-SQL model.
★ 238
Local, guardrailed video editing: FFmpeg edits, captions, audio, effects, Hyperframes, repurposing, resumable workflows, quality gates and provenance receipts.
★ 237
Run arbitrary commands and scripts.
★ 237
Interact with Twitter search and timeline.
★ 237
Self-hosted web research: SearXNG search with DuckDuckGo fallback, crawling, dense and BM25 reranking and deduplication into a cited, source-grounded prompt.
★ 237
Run 3D printers end to end: design, slice, queue, monitor via camera and recover from failures over OctoPrint, Moonraker/Klipper, PrusaLink or USB.
★ 236
Manage Facebook Page posts, comments and engagement metrics through the Graph API.
★ 234
View, edit and run ComfyUI node-based image generation workflows, with an embedded terminal.
★ 233
Interact with Apple Reminders on macOS.
★ 233
Local gateway and manager for MCP servers shared across AI coding tools: set up and authenticate each server once, with lazy discovery and OS keychain storage.
★ 233
AST-aware repository graph for Go codebases: struct embeds, public API surfaces, SQL queries and error mapping, giving agents context without grepping.
★ 231
OpenStreetMap location-based services and geospatial data.
★ 231
Typed FHIR tools: build, read, validate and code FHIR resources from a patient bundle, with terminology lookup and machine-readable validation reports.
★ 230
Native Safari browser automation without a Chrome dependency.
★ 230
X (Twitter) automation: post tweets, reply, like, retweet, follow, DM, search, extract data, run giveaways and monitor accounts.
★ 226
Local-first persistent memory for coding agents with semantic search, auto-capture, cross-session learning and intelligent forgetting.
★ 225
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
★ 225
ITASCA PFC discrete element simulation: browse documentation, execute scripts, capture plots and manage long-running tasks via a bridge to the PFC GUI.
★ 225
Read, write and scan the memory of running processes, Cheat Engine style: value scans that narrow down as the value changes, pointer chains, and scan results
★ 225
Connect to the VS Code IDE and use semantic tools like find usages.
★ 225
Publish or schedule social videos to TikTok, Instagram Reels, YouTube Shorts, X and Facebook through Taisly, with account discovery and video validation.
★ 222
Render Mermaid diagrams with live reload, themes and SVG, PNG or PDF export.
★ 220
Security testing toolbox that combines open source tools behind a single interface for pentesting, bug bounty hunting and threat hunting.
★ 219
Local job-hunting agent: scans company careers pages, scores roles against your resume, sends top matches to Telegram and drafts tailored cover letters.
★ 218
Automate Google NotebookLM: Q&A with citations, audio podcasts, video, content generation, source management and notebook library.
★ 218
Dynamic map of chat-related repository files with their function prototypes and related files, ranked by relevance, based on Aider's Repo Map.
★ 218
Autonomous deep research with structured query elaboration and concise reporting.
★ 215
Self-hosted MCP gateway fronting upstream servers with per-tool access control, guardrails, rate limits and usage logs; also proxies LLM and A2A agent traffic.
★ 212
Embedded debugging with probe-rs: ARM Cortex-M and RISC-V targets via J-Link, ST-Link and other probes.
★ 212
Manage personal todo lists via Notion's API.
★ 209
Local search of foods, nutrition facts and barcodes in the OpenNutrition database.
★ 208
Full-featured MongoDB database integration.
★ 208
Interact with TikTok videos.
★ 208
Search, read, create and update Bear notes locally.
★ 207
Manage personal knowledge, daily notes and reusable prompts in GitHub Gists, as a companion to GistPad.
★ 207
Get Yahoo Finance data using yfinance.
★ 206
Agent memory with semantic, episodic and procedural types, a knowledge graph, Claude Code auto-save/recall hooks, smart triggers and multi-user isolation.
★ 205
Turn raw clips into a finished cut through chat.
★ 205
Turns walking distance into a meal calorie budget (450 kcal + 4 kcal per 80 m; 800 m ≈ +44 kcal, about half an apple).
★ 205
Chrome extension plus MCP server that lets any MCP client drive your own signed in Chrome by reading the live DOM instead of screenshots, with no API key.
★ 204
Connect to any OpenTelemetry backend, such as Datadog, Grafana, Dynatrace or Traceloop.
★ 204
Geospatial operations and transformations using GIS libraries.
★ 202
Search and read papers from arXiv.
★ 202
Line-oriented text file editor with partial file access to minimize token usage.
★ 202
Operational ontology reference implementation: tools generated from a typed business domain model, with rule-checked, audited writes to systems of record.
★ 202
Secure shell command execution.
★ 201
Framework-aware code intelligence via a cross-language dependency graph: routes, ORM relations, DI trees, impact analysis, call graphs and refactoring.
★ 201
Natural-language control of NVIDIA Isaac Sim, Isaac Lab, OpenUSD and more, via a server and an extension.
★ 199
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Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.