Model Context Protocol servers that extend AI capabilities
stsui
Connects AI coding IDEs (VS Code, Cursor, Codex, Claude Code, Kiro) to the Splunk Observability remote MCP server.
GrabzIt
Official GrabzIt Model Context Protocol (MCP) server for AI web scraping, screenshots, and PDF/DOCX generation.
Dr. Ralf S. Engelschall
Bridge an MCP "chat" tool to an AI agent harness CLI
vaultic-dev
MCP server that gives agentic tools access to the Vaultic API
tai42 <[email protected]>
Open-source implementation of tai42-contract: the extended MCP server hosting tools, agents, extensions, connectors, hooks, and storage for the TAI ecosystem.
...moretai42 <[email protected]>
Generic leaf helpers, settings primitives, pooled clients, and LLM/AI factories for the TAI ecosystem.
matttdamon
n8n community node for Pincushion — create, list, and resolve visual feedback pins so any workflow can file agent-ready work packets.
...moremanganate006
https://github.com/manganate006/openlmnp
Rastislav Drahoš (Agora)
The self-correcting memory layer for AI agents: when a fact is corrected, inspeximus serves the new value and resists the old one resurfacing. Zero-dependency single file + MCP server — value-ranked recall, per-type decay, consolidation, revert, and tamper-evident erasure.
...moreMCP server for describing video, image, audio, and text using the Gemini 3.1 Flash Live API with persistent WebSocket sessions.
...morePraveen Mittal
MCP server exposing pgvector similarity search, hybrid search, and index management as tools for LLM agents
Ian Derrington
Model Context Protocol server for Bottlenecks database - enables AI agents like Claude to interact with bottleneck data
mojibake-ai
US H-1B visa sponsorship & LCA wage data — does a company sponsor, and what they pay per role
Cookie Chain community developers
Local stdio MCP server for Cookie Chain — read market data, swap, launch tokens, and manage liquidity from any AI agent.
ldikay99
Servidor MCP de metadata de ControlDB: expone el gobierno de datos (catálogo, tablas, PII, score) de una organización como herramientas de solo lectura.
...moreyuntm
换个模型，AI 就把用户忘光了。MemoWeft 给 AI 助手一块带得走的长期记忆——而且不把猜的当真的。Long-term memory for AI assistants: portable across models, and it keeps facts and guesses apart.
...moreNimbleBrain Inc.
Server half of the Synapse cross-host UI framework: register one self-contained ui:// component from a FastMCP server and render it in ChatGPT (OpenAI Apps SDK), Claude (MCP Apps), and the NimbleBrain runtime.
...moreMemoryGuard Contributors
Local-first MCP memory backend and governance console for coding agents
Zero-trust security gateway for MCP (Model Context Protocol) tool servers — static scanning, sandbox behavioural profiling, and runtime policy enforcement.
...moreElias Ramzi
MCP server to read, edit, compile, and commit LaTeX in a git-hosted project (Overleaf, GitHub, any git remote).
bagowix <[email protected]>
dishka IoC container integration for FastMCP: scopes, finalization and providers for MCP tools, resources and prompts.
[](https://glama.ai/mcp/servers/get-tmonier/argot) 🎖️ 🦀 🏠 🍎 🪟 🐧 - Guardrail that checks agent-written code against a repo's own git-history-learned patterns — flags foreign dependencies, reinvented functions, misplaced code, broken layering, and gamed tests. Exposes `voice_context` (the repo's familiar imports/idioms for a file, so agents write in-voice before generating), `check` (score a gener
...more[](https://glama.ai/mcp/servers/partymola/ticktick-mcp) 🐍 ☁️ 🏠 - MCP server for TickTick task management: create, update, complete, move, and filter tasks with field-preserving updates and completion tracking.
...moregraph-mem contributors
Production-grade Graph-RAG MCP server with local embeddings — persistent knowledge graphs for any LLM-powered CLI agent