Model Context Protocol servers that extend AI capabilities
[](https://glama.ai/mcp/servers/yli769227-jpg/ashare-mcp) ๐ ๐ - MCP server for Chinese A-share financial statements: pull annual reports, run 4 industry-aware accounting cross-checks, peer-compare with auto avg-equity ROE.
...moreEmail deliverability for AI agents. 12 tools: verify, DNSBL, DMARC, spam-trap, finder.
[](https://glama.ai/mcp/servers/cipherfoxie/sovereign-mcp) ๐ โ๏ธ ๐ง - MCP for the [Sovereign AI Blog](https://sovgrid.org), a hands-on engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 44+ articles covering SGLang, Mistral, Voxtral, OpenClaw. Three tools: full-text search, article retrieval, and SGLang config validator for GB10 hardware. Free, no auth, no client-side
...more[](https://glama.ai/mcp/servers/lfrmonteiro99/memento-mcp) ๐ ๐ ๐ ๐ช ๐ง - Local-first persistent memory for AI coding agents. Captures facts, decisions, patterns, and architecture notes in SQLite (with optional cloud embeddings) to reduce repeated context across sessions.
...more[](https://glama.ai/mcp/servers/tverney/mcp-agent-memory) ๐ ๐ ๐ - Persistent agent memory via filesystem-native consolidation daemon. Agents read/write/search memory through MCP; a background daemon handles consolidation and extraction. Works with Kiro, Claude Desktop, Cursor, and any MCP client. `npx mcp-agent-memory --setup`
...more[](https://glama.ai/mcp/servers/SubDownload/subdownload-mcp) ๐๏ธ โ๏ธ ๐ ๐ช ๐ง - YouTube knowledge base for AI agents. Summarize videos, fetch full transcripts (including videos without captions, via AI ASR), search channels and playlists, and save everything into a per-user knowledge base for cross-session recall. OAuth 2.1 with Dynamic Client Registration. Hosted at [subdownload.co
...moreSearch infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and production-grade when needed.
[](https://glama.ai/mcp/servers/ThinAirTelematics/thinair-geo) ๐ โ๏ธ - Location & routing intelligence for AI agents โ geocoding, truck routing with hazmat/dimension constraints, traffic, weather, isochrones, place search. Full planet coverage. Hosted MCP server with OAuth 2.0 + Bearer auth.
...more[](https://glama.ai/mcp/servers/geolabel/geolabel-mcp) ๐ โ๏ธ - GPS coordinates to AI-ready location context โ returns place name, stable category (gym, supermarket, restaurantโฆ), and live opening hours via OpenStreetMap. Works in Claude Desktop, Claude Code, Hermes Agent, OpenClaw, and any MCP client.
...more[](https://glama.ai/mcp/servers/Davison-Francis/min8t-sdks) ๐ โ๏ธ - `@deliveriq/mcp` โ email-deliverability tools for AI agents. 12 tools: single + batch verification, email finder, DNSBL across 50 zones, SPF/DKIM/DMARC/MTA-STS/BIMI infrastructure analysis, spam-trap scoring on 13 weighted signals, composite domain trust report, account credits. 5-stage / 21-check pipeline under the
...more[](https://glama.ai/mcp/servers/andrealufino/aapl-ads-mcp) ๐ -
...more[](https://glama.ai/mcp/servers/dragogargo/mcp-sysmon) ๐ ๐ ๐ ๐ง - Local system monitoring โ CPU, memory, swap, disk, network, and process management. Find resource-hungry processes, diagnose performance issues, and kill processes via AI.
...more[](https://glama.ai/mcp/servers/dimpagk92/cellar) ๐ฆ ๐ ๐ ๐ ๐ง - Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protocol + vision into structured context with per-element confidence. 4 MCP tools (see/act/think/perceive). Continuous awareness engine (Cortex) with freshness + side-effect detection. Works offline with Ollama + local models.
...more[](https://glama.ai/mcp/servers/sifter-ai/sifter) ๐ ๐ โ๏ธ - Structure any document, query it like a database. Open-source extraction engine that turns any document into typed, schema-defined records, queryable in natural language from Claude, ChatGPT, Gemini, or any MCP client.
...more[](https://glama.ai/mcp/servers/wei9072/aegis) ๐ฆ ๐ ๐ ๐ช ๐ง - AI-agent admission-control MCP server: validates file edits against Ring 0 syntax + Ring 0.5 structural-cost regression + workspace boundary (path / glob / shell-redirect / symlink). Negative-space framing โ emits BLOCK / WARN / PASS verdicts, never coaches the agent.
...more[](https://glama.ai/mcp/servers/mopanc/depguard) ๐ ๐ ๐ ๐ช ๐ง - Pre-install guardian for npm packages with static code analysis, supply-chain attack detection, vulnerability audit (npm + GitHub Advisory Database), AI hallucination guard, and CycloneDX 1.6 SBOM generation with VEX. 12 MCP tools. Zero runtime dependencies โ the SBOM serializer is implemented natively against the public CycloneDX schema.
...more[](https://glama.ai/mcp/servers/jj-cheng25/weixin-articles-mcp) ๐ โ๏ธ ๐ ๐ช ๐ง - Read WeChat (ๅพฎไฟก) Official Account articles with native multimodal output โ body, images, and video keyframes as MCP content blocks. Handles all three embed types: Tencent Video (yt-dlp keyframes), WeChat-native (mp4 keyframes), Channels/่ง้ขๅท (metadata + cover via public API).
...more[](https://glama.ai/mcp/servers/googlarz/suunto-mcp) ๐ โ๏ธ ๐ ๐ช ๐ง - MCP server for Suunto watches via the official apizone API. OAuth2 pairing, list/get workouts, time-series samples, FIT-file decoding, GPX export, plus 24/7 activity, sleep, and recovery/HRV. Resources expose today's recovery and the week's training summary as ambient context.
...more[](https://glama.ai/mcp/servers/partymola/fitbit-mcp) ๐ โ๏ธ ๐ - MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto-sync, and trend analysis. Tools for heart rate, activity, exercises, sleep, weight, SpO2, and HRV.
...more[](https://glama.ai/mcp/servers/ContextPulse/contextpulse) ๐ ๐ ๐ ๐ช - Local-first desktop context server for AI agents. Captures screen (OCR), voice (Whisper), keyboard/mouse activity, and clipboard. Exposes 35 MCP tools for screen capture, voice transcription, activity history, semantic memory, and project detection. Zero cloud dependency. AGPL-3.0.
...more[](https://glama.ai/mcp/servers/Dan8Oren/mcp-apple-notes) ๐ ๐ ๐ - Semantic search and RAG over Apple Notes with on-device embeddings, full CRUD, folder management, and fuzzy title matching. 10 tools. Runs fully locally โ no API keys required.
...more[](https://glama.ai/mcp/servers/christulino/todoist-v1-mcp-server) ๐ ๐ - MCP server for Todoist built on the unified API v1. Stdio transport, 20 tools covering tasks, projects, sections, and labels. No daily reconnection issues.
...moreReal-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA prices. 24+ tools.
Tick-level Hyperliquid market data: fills, L4 book, funding, liquidations, smart triggers.