Model Context Protocol servers that extend AI capabilities
[](https://glama.ai/mcp/servers/ChrisGVE/workspace-qdrant-mcp) 🦀 📇 🏠 🍎 🪟 🐧 - Project-scoped semantic workspace memory for AI coding assistants. Watches your project files, auto-indexes code and docs into Qdrant with tree-sitter semantic chunking, LSP integration, and hybrid search (dense + sparse + RRF). 6 MCP tools: store, search, retrieve, grep, list, rules. **Alpha** — testers
...more[](https://glama.ai/mcp/servers/darktw/usecortex-mcp) ☁️ - Persistent knowledge memory for AI agents. Two-way flow: read context into projects and write discoveries back. Structured by topic with AES-256 encryption.
...more[](https://glama.ai/mcp/servers/whynowlab/jarvis-orb) 🐍 🏠 - Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking, and real-time desktop visualization orb.
...more[](https://glama.ai/mcp/servers/ianaleck/harvest-mcp-server) 📇 ☁️ 🏠 - Harvest time tracking integration with 40+ tools for managing time entries, projects, clients, tasks, and generating time reports via the Harvest API v2
...moreKara Lynn
Air-gapped MCP document converter — Markdown/PDF to branded DOCX with audit logging
[](https://glama.ai/mcp/servers/oscarsterling/clelp-mcp-server) 📇 ☁️ - Discover and rate 3,500+ MCP servers and AI agent skills with community ratings. Search by name, category, or use case. Rate tools from real usage to help others find what actually works.
...more[](https://glama.ai/mcp/servers/ajitpratap0/GoSQLX) 🏎️ ☁️ 🏠 - 7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Public remote server at mcp.gosqlx.dev - no install needed. 1.25M+ ops/sec, 6 SQL dialects.
...more[](https://glama.ai/mcp/servers/moxiespirit/oath-score) 🐍 ☁️ - The trust layer for AI trading agents. Real-time world state (exchange status, VIX/VVIX/SKEW, economic events) in one call, plus independent quality ratings (0-100) for financial data APIs. 8 MCP tools.
...moreOkareo <[email protected]>
Okareo MCP server for AI model evaluation
UNCTAD Business Facilitation Section
MCP servers for eRegistrations platform (BPA + GDB)
elias-jhsph
An AI powered scientific literature search engine
faculti
Faculti MCP Server — search academic videos, research contributions, papers, and experts from faculti.net
GitHub Actions
MCP server for TunnelHub automations and monitoring
evrimalacan
MCP server for Jira Server/Data Center
dannykeane
MCP server for managing your Figma workspace from the terminal.
unadlib
MCP stdio server for inspecting and analyzing WebBlackbox archives.
Rio Fujita <[email protected]>
Simple MCP server for AgentOps with Zed
Google Search CLI and MCP server for AI agents
Tony Narlock <[email protected]>
MCP server for tmux, powered by libtmux
hyunjae-labs
Semantic search MCP server for Claude Code conversation sessions
xeveio
MCP server for xeve — query your personal analytics from any AI assistant
MCP server for Hacker News — feeds, threads, users, and search via Firebase and Algolia APIs
tarasyarema
Multi-agent orchestration for Claude Code, Codex, Gemini CLI, and other AI coding assistants
limnr
Default context compaction Paw for OpenVole — summarizes old messages to free context window