Model Context Protocol servers that extend AI capabilities
[](https://glama.ai/mcp/servers/orcalayer/orcalayer-mcp) 🐍 ☁️ - Polymarket whale tracking & smart-money analytics. Filtered leaderboard (airdrop-farmers excluded), hedge detection, NegRisk correction, and Ukraine territorial markets with ISW frontline overlay.
...more[](https://glama.ai/mcp/servers/AndreLYL/memkin) 📇 🏠 🍎 🪟 🐧 - Local-first personal memory for AI agents. Ingests Feishu/Lark chats and Claude Code / Codex sessions, distills them into a private entity knowledge graph (people, projects, decisions, tasks), and serves it to any agent over MCP — read and write. `npx memkin`
...more[](https://glama.ai/mcp/servers/leesgit/passbaton) 📇 🏠 🍎 🪟 🐧 - Zero-config session continuity for Claude Code, OpenAI Codex CLI & Google Gemini CLI, sharing one local db. Auto context injection on start, compaction handover, and 24 tools for memory, tasks, solutions, and a knowledge graph. Multilingual semantic search (94+ languages), 100% local, $0 API cost. `npm i -g passbaton`
...more[](https://glama.ai/mcp/servers/liftkkkk/owl-mcp) 🐍 🏠 - MCP server for OWL/TTL/RDF ontologies. Supports SPARQL queries, HermiT/Pellet reasoning, and CRUD operations on knowledge graphs. Works with Claude Desktop, Cursor, and Windsurf.
...morebibiibjorn
MCP server that drives the LIVE Power BI Desktop report canvas (WebView2) over CDP — switch pages, click slicers, fire bookmarks, read cards/matrices as data, judge cross-filters, run the Performance Analyzer, and screenshot, with no reload and no OCR.
...more[](https://glama.ai/mcp/servers/argosvix/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Observability for AI agents: 87 tools to query LLM cost, errors, and latency across OpenAI/Anthropic/Gemini/Mistral, and operate alerts, budget gates, evals, and safety checks from Claude/Cursor. Install: `npx -y @argosvix/mcp-server`.
...more[](https://glama.ai/mcp/servers/spanlens/Spanlens) 🎖️ 📇 ☁️ - Query Spanlens LLM observability from Claude Desktop, Cursor, or Continue: request logs, costs, agent traces, anomalies, and user analytics with a read-only API key.
...more[](https://glama.ai/mcp/servers/ogasurfproject-jpg/horizon-shield) 🎖️ 📇 ☁️ - Audit Japanese construction and renovation estimates for overcharge: fair price ranges by work type, sales tactic red flags, and signed recomputable verdicts (KIRA). Includes an agent intake desk and a directory of independently audited contractors. Remote server, no API key required.
...more[](https://glama.ai/mcp/servers/andyliszewski/grounding-ai) 🐍 🏠 - Build a searchable index from PDFs, EPUBs, and Word docs. Claude queries it via MCP and pulls grounded answers with exact page-and-section citations. Local-first, no cloud dependency.
...more[](https://glama.ai/mcp/servers/adjacentai/necl-hn-mcp) 🐍 ☁️ - Hacker News tools for AI agents: top stories by time window, category feeds (top/new/best/ask/show/job), comment threads, and full-text search via Algolia. No API key required.
...more[](https://glama.ai/mcp/servers/goofrey/zoom-search) 🐍 ☁️ 🏠 - MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.
...more[](https://glama.ai/mcp/servers/rajanshxrma/cadence) 🐍 🏠 🍎 - Local-first health context from WHOOP and Apple Health — sleep, recovery, workouts, and personal baselines in a local SQLite store.
...more[](https://glama.ai/mcp/servers/ankurmans/pepys-mcp) 📇 ☁️ 🏠 - Pay-once transcription for audio, video, and whole podcast feeds via [Pepys](https://pepys.co). Transcribe a file or a pasted YouTube/podcast link, get speaker diarization, export SRT/VTT, search a transcript, and check credit balance. Hosted connector (OAuth, no API key) or `npx pepys-mcp`. 99+ languages.
...moreTSOT Framework Team
Standalone Model Context Protocol (MCP) Server providing real-time cognitive research registry queries, EU AI Act compliance auditing, and adversarial human-AI interaction benchmarks.
...moreLocal no-code builder + observability dashboard for Claude Code Workflow multi-agent runs
vibemonitor
Beryl on the command line — projects, runs, the exploring agent, and an MCP server over the same commands.
MCP API server for h2oGPTe
Abhishek Kumar
Dynamic MCP server that converts Swagger/OpenAPI specs into callable MCP tools
CodeAudit
MCP server for AI coding agents (Claude Code, Cursor, Cline, etc.) to verify a package is real and trustworthy before installing it.
...moreRubberDuck Team
Local project indexer for RubberDuck Semantic Intelligence MCP
Thisispaper
Search 2,500+ curated architecture, design, photography and art projects. Fifteen years of human curation, structured for agents: search, visual similarity, and full project metadata with material, light, mood and composition tags. Free tier, no signup to
...moreAI Agent vulnerability scanner — 215 fault types, 88 detection rules, 52 ZDI cases. Scans MCP configs, agent code, framework implementations. 6 CVEs filed.
...moreArmando Jaleo
Living, local-first memory for Claude built on hypervectors (VSA): surprise-gated writing, sleep consolidation, active forgetting, and compositional role queries. MCP server, CPU-only, no embeddings required.
...moreS3 storage backend for the TAI ecosystem — text, binary, and media content over an S3 bucket.