Model Context Protocol servers that extend AI capabilities
yamadaaoi
Analyze Sketch HTML zip files via CLI or MCP. The bridge between your design archives and AI agents.
[](https://glama.ai/mcp/servers/shunshi-ai/bazi-reader-mcp) π π π πͺ π§ - Bazi (Four Pillars / εζ±ζ¨ε½ / μ¬μ£Όνμ) charting MCP server with true solar time correction and multilingual output (δΈζ/EN/ζ₯ζ¬θͺ/νκ΅μ΄). `npx shunshi-bazi-mcp`
...more[](https://glama.ai/mcp/servers/KuvopLLC/purroxy2) π π π πͺ π§ - Record what you do on any website and securely automate it forever. Replays browser actions in headless Playwright with encrypted credentials and AI-powered selector healing.
...more[](https://glama.ai/mcp/servers/TT-Wang/forge) π π π πͺ π§ - Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by worker agents, each self-checked and cross-module-reviewed before merge-back. 7 MCP tools: `validate`, `validate_plan`, `memory_recall`, `memory_save`, `iteration_state` (per-run scoped, wit
...more[](https://glama.ai/mcp/servers/mbrummerstedt/powerbi-analyst-mcp) π βοΈ - Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and automatically page large results via local CSV.
...more[](https://glama.ai/mcp/servers/GeiserX/atlassian-browser-mcp) π βοΈ - Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available.
...more[](https://glama.ai/mcp/servers/PhpCodeArcheology/PhpCodeArcheology) π π πͺ π§ - PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git hotspots, test coverage, and impact analysis. Installable via Composer.
...moremagicray1217
Multi-provider AI toolkit for agents. One interface, any model.
[](https://glama.ai/mcp/servers/whyy9527/ariadne) π π - Cross-service API dependency graph for microservice codebases. Give it a business term or endpoint name; get back a ranked chain of GraphQL operations, REST endpoints, Kafka topics, and frontend queries across all services. Offline, local SQLite + TF-IDF + optional embeddings.
...more[](https://glama.ai/mcp/servers/MeshLedger/MeshLedger) π βοΈ - AI-to-AI marketplace with on-chain escrow
...moreSearch campervans and motorhomes worldwide. 300+ rental companies. AU, NZ, US, CA, UK and more.
[](https://glama.ai/mcp/servers/tunedforai/x402-mcp) π βοΈ - Real-time crypto market structure for AI agents β orderflow across 20 exchanges, 24 tokens. 9 tools: price/funding/OI snapshots, cross-exchange CVD with whale activity, 7yr OHLCV history with buy/sell flow, on-chain address risk. Free via MCP ([`@tunedforai/x402-mcp`](https://www.npmjs.com/package/@tunedforai/x402-mcp) on npm) or pay-per
...more[](https://glama.ai/mcp/servers/terrizoaguimor/celiums-memory) π π βοΈ π πͺ π§ - Cognitive memory engine with 5,100+ knowledge modules, circadian rhythm awareness, and emotional state tracking (PAD model). Hybrid search (PostgreSQL + Qdrant vectors + Valkey cache), per-user memory isolation, and multi-protocol support (MCP, REST, OpenAI, LangChain, A2A). `npx @celiums/memory` [Website](http
...more[](https://glama.ai/mcp/servers/peterbeck111/knowledgelib-io) π βοΈ - Search 1,500+ pre-verified, cited knowledge units across 16 domains. 6 tools: query, batch query, get unit, list domains, suggest topics, report issues. Confidence scores, source provenance, and freshness tracking. Free, no API key required.
...more[](https://glama.ai/mcp/servers/drolosoft/immich-photo-manager) π π π πͺ π§ - Turn your self-hosted Immich photo library into a conversation β natural language search via CLIP, geographic album curation from GPS data, cross-source duplicate detection with perceptual hashing, library health reports, and offline-ready interactive HTML galleries. Claude Code plugin with 21 MCP tools, 1
...more[](https://glama.ai/mcp/servers/mordor-forge/gemini-media-mcp) ποΈ βοΈ π πͺ π§ - Unified Gemini media generation: Nano Banana (images, editing, multi-reference composition), Veo 3.1 (video, image-to-video, extend), TTS, and Lyria 3 (music with vocals). Single Go binary, 12 tools, supports Gemini API key and Vertex AI.
...more[](https://glama.ai/mcp/servers/mordor-forge/trident-mcp) ποΈ βοΈ π πͺ π§ - AI 3D model generation and post-processing: text/image/multiview-to-3D via Tripo, plus retopology, format conversion (GLB/FBX/OBJ/STL/USDZ), and stylization. Single Go binary, 10 tools, async generation with polling.
...more[](https://glama.ai/mcp/servers/sbuysse/gnome-desktop-mcp) π π π§ - GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window management, mouse/keyboard injection, clipboard, workspaces, and system notifications. Works on any GNOME 45β49 Linux desktop.
...more[](https://glama.ai/mcp/servers/arian-gogani/nobulex) π π π πͺ π§ - Proof-of-behavior enforcement for AI agents. Define behavioral covenant rules (permit/forbid/require), enforce at runtime before execution, get SHA-256 hash-chained tamper-evident audit logs, and verify compliance independently. Cross-agent verification handshake β no proof, no transaction. MIT licensed, 4,244 tests.
...more[](https://glama.ai/mcp/servers/itsalissonsilva/ModelSafetyMCP) π π - MCP server for scanning machine learning model artifacts for unsafe serialization, malicious model patterns, risky packaging, URL-based artifact scanning, and directory-level triage using ModelScan, PickleScan, and heuristic inspection.
...more[](https://glama.ai/mcp/servers/BelleKou/mcp-viral-transformer) π π - Turn URLs into viral posts via "remake" command.
...more[](https://glama.ai/mcp/servers/KuvopLLC/better-bear) π π π - MCP server for Bear notes via CloudKit β CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `npx better-bear`.
...moreOdyssey μ±μ ν μΌΒ·λ©λͺ¨Β·νλ‘μ νΈΒ·νμλΌμΈμ MCP ν΄λΌμ΄μΈνΈμμ κ΄λ¦¬
ccwd-alan
SEO tools for AI coding assistants β audit pages, generate meta tags, and fix SEO issues from Cursor, Claude, Windsurf, and VS Code.
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