Model Context Protocol servers that extend AI capabilities
Adam Fourney <[email protected]>
Utility tool for converting various files to Markdown
Nikhil Rao, Alek Petuskey, Masen Furer, Elijah Ahianyo, Thomas Brandeho, Khaleel Al-Adhami
Web apps in pure Python.
[glama](https://glama.ai/mcp/servers/MarcelRoozekrans/roslyn-codelens-mcp) #๏ธโฃ ๐ ๐ ๐ช ๐ง - Roslyn-based MCP server with 22 semantic code intelligence tools for .NET. Type hierarchies, call graphs, DI registrations, diagnostics, code fixes, complexity metrics, and more. Sub-millisecond lookups via pre-built indexes.
...more[glama](https://glama.ai/mcp/servers/MarcelRoozekrans/memorylens-mcp) #๏ธโฃ ๐ ๐ช - On-demand .NET memory profiling MCP server. Wraps JetBrains dotMemory with a heuristic rule engine (10 rules) to detect memory leaks, LOH fragmentation, and anti-patterns, providing AI-actionable code fix suggestions.
...more[glama](https://glama.ai/mcp/servers/TKMD/reftrix-mcp) ๐ ๐ ๐ง ๐ - Web design analysis MCP server with 26 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into searchable, structured design knowledge.
...more[glama](https://glama.ai/mcp/servers/ze6ad36390) ๐ โ๏ธ ๐ ๐ช ๐ง - Third-party certifying proxy โ sign any HTTP call (AI agents, webhooks, microservices) with an independent Ed25519 signature, RFC 3161 timestamp, and Sigstore Rekor anchor. Works with Claude, GPT-4, Mistral, LangChain, AutoGen, or any HTTP client.
...morebypawel
TachiBot MCP: 51 AI tools, 7 providers. Multi-model orchestration (Perplexity, Grok, OpenAI, Gemini, Qwen, Kimi, MiniMax), YAML workflows, token-optimized profiles. Smart routing, parallel execution, jury system.
...moreriseabovepartners
Trust-score any AI skill or MCP server from inside Claude Code, Cursor, or any MCP client. 14 signals, safety scanning, recommendations, badges, and monitoring.
...morehifriendbot
CogmemAi โ Cognitive Memory for Ai coding assistants. Self-improving persistent cloud memory with auto-skills, auto-linking knowledge graph, query synthesis, contradiction detection, and context-aware ranking. Encrypted at rest. Switch editors, models, an
...moreGitHub Actions
MCP server providing on-demand skill loading for AI coding assistants
borgius
A kanban board for your codebase. Cards stored as markdown.
travsteward
The open-source writing surface for AI agents. Markdown-native editor with pending change review โ your agent writes, you accept or reject.
...moretokportal_
TokPortal MCP Server โ Control TokPortal from AI assistants (Claude, Cursor, etc.)
ruvnet
Ruflo - Enterprise AI agent orchestration for Claude Code. Deploy 60+ specialized agents in coordinated swarms with self-learning, fault-tolerant consensus, vector memory, and MCP integration
...moreGitHub Actions
MCP server for interacting with Paperless-ngx document management system.
zesbe
๐ฆพ MONSTER ENGINEER - Ultimate AI CLI with 55 Skills, Multi-Expert System (Software, Security, DevOps, Cloud, Mobile & More)
...morehl9020
Full API proxy MCP for the entire Dokploy API - single tool, skill-driven, 445 endpoints
ruvnet
Complete WASM toolkit for edge AI: vector search, graph DB, neural networks, DAG workflows, SQL/SPARQL/Cypher, and ONNX inference - all running in browser
...morebachirbidewio
Core logic for better-openclaw: schemas, service registry, resolver, composer, validators and generators
GitHub Actions
The official MCP for agent-skills. Curated catalog, progressive disclosure flow: Search โ load canonical SKILL.md โ fetch only validated references. Safe, lean, zero config.
...moresmurching
Databricks provider for Vercel AI SDK
fisch0920
Agentic AI utils which work with any LLM and TypeScript AI SDK.
quanru
Automate browser actions, extract data, and perform assertions using AI. It offers JavaScript SDK, Chrome extension, and support for scripting in YAML. See https://midscenejs.com/ for details.
...morewangwingzero
Huge AI Search MCP Server - ไฝฟ็จ HUGE AI Mode ่ฟ่กๆบ่ฝๆ็ดข๏ผๆฏๆ่ฟฝ้ฎๅฏน่ฏ