python-docs-server MCP Server

Retrieving and analyzing issues from Sentry.io

GitLab API, enabling project management

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

Description: Showcase MCP server for the Burnish Explorer — 34 tools across a fictional consulting company (projects, clients, team members, tasks, incidents, orders) demonstrating every rendering path: cards, tables, charts, stat bars, pipelines, and multi-section dashboards. Install with npx burnish -- npx -y @burnishdev/example-server.

MCP server to provide Figma layout information to AI coding agents like Cursor

Real-time OBMMI mortgage rate verification. Compare any lender quote against live Freddie Mac benchmark data segmented by credit score, LTV, and loan type.

Universal search index for AI agents. Search 11,000+ software tools, packages, and services across npm, PyPI, crates.io, GitHub, Wikidata, and SaaS. 6 MCP tools: discover, details, compare, categories, alternatives, feedback. Zero LLM calls, millisecond responses.

Cross-cloud observability for AI agents. Discover resources, correlate logs, and diagnose infrastructure issues across AWS, GCP, Vercel, and Cloudflare — without leaving your editor.

Saudi Open Data MCP provides a governed interface to approved official Saudi datasets through explicit connectors, typed normalization, registry-backed metadata, and snapshot-backed querying. It is designed for internal or evaluator-controlled use where source boundaries, deterministic tool behavior, and transparent freshness metadata matter more than broad catalog coverage.

Real-time weather conditions, Dog Walk Index scores, and drive route rain checks for any US city. No API key required. Three tools: get_weather (current conditions + Dog Walk Index), check_drive_rain (rain risk along a route), get_forecast (5-day outlook). Built on NOAA data.

Averra Extract is a REST API that converts any URL into clean, LLM-ready Markdown. One endpoint, one input, one output.

One API for Search, Crawling, and Sitemaps

FaithFinder MCP Server lets AI assistants recommend curated churches to users looking for a faith community. Search by city, zip code, denomination, or worship style — with thousands more available through the FaithFinder app.

A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.

Give your AI coding assistant live visibility into the user's browser. Claude sees the actual DOM, console errors, and network timing instead of guessing from screenshots. Drop-in middleware for FastAPI + Flask.

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

Advanced cognitive thinking MCP server with DAG-based thought graph, multiple reasoning strategies, metacognition, and self-evaluation. A significant evolution beyond sequential-thinking MCP, providing structured deep reasoning with graph-based thought management. Features DAG-Based Thought Graph — Thoughts form a directed acyclic graph with branching, merging, and cross-edges (not just a linear chain) 5 Reasoning Strategies — Sequential, Dialectic (thesis→antithesis→synthesis), Parallel, Analogical, Abductive (inference to best explanation) Confidence Scoring — Multi-factor confidence evaluation with support/contradiction analysis, depth penalties, and knowledge integration boosts Self-Critique — Automatic critique generation with severity levels and confidence adjustments Metacognitive Engine — Detects stuck states, stagnation, declining confidence; suggests strategy switches and corrective actions Knowledge Integration — Attach external knowledge to thoughts, detect gaps, validate consistency across sources Thought Pruning — Dead-end detection, redundancy removal, deep unproductive branch elimination, path optimization

Extract structured data from any invoice PDF. Returns clean JSON with vendor, buyer, line items, financials and confidence score.

Structured .aide spec files that give AI agents progressive disclosure into your codebase architecture. 6 MCP tools, 8 slash commands, TUI wizard, multi-IDE support.

Claude solves problems. Kuriflow makes them repeat. Stop spending AI tokens on the same task every week — let Claude solve it once, then Kuriflow runs it automatically with new data from email or Google Drive. Zero token cost per run. Save your tokens for tasks that actually need intelligence.

Accept crypto payments on Algorand, VOI, Hedera & Stellar from any MCP client (Claude Desktop, Cursor, Windsurf). Create hosted checkout links, verify on-chain payments, generate MPP/x402/AP2 challenges. Supports all 16 AlgoVoi networks. Routes through AlgoVoi Cloud.

Cross-platform remote connection manager (SSH, RDP, VNC, web) with a built-in MCP server exposing 60+ tools. Connect Claude Code or Codex to your infrastructure and let AI agents execute commands in SSH terminals, take screenshots of RDP/VNC desktops, drive web sessions, and read credentials from an AES-256 encrypted vault — all over a local Unix socket. Bring-your-own-subscription, Apache 2.0 open source, free for personal use. Runs on macOS, Windows, and Linux.

Web and local search using Brave's Search API

A SSH MCP Server written in python. Which builds upon a sophisticated tools and permission layer. Including Skills, Docker and Systemctl toolset and some runbooks.

Channel management and messaging capabilities

A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

bundlist is a flexible-schema list manager. Create lists with custom fields, manage items, attach long-form notes, and use checklist mode — all via natural language.