MCP Servers 12,184
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Elefante
Open, Git-native memory protocol for MCP agents.

Jira Stdio
MCP server for Jira Cloud — issues, search, comments, attachments, transitions.

MCP Imagenate
MCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX)
Thingctx
Drive devices and APIs from their W3C Thing Description.

Desktop Touch
Computer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.

nable
See where your cloud and AI bills go, and spend less.

CodeWiki MCP — AI-generated docs for GitHub repos
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions

Polymarket Agent
Polymarket trading, market discovery, copy trading and backtesting — 48 MCP tools.

rag-rat
Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

Akf
Trust metadata for AI agents — check files before building on them, stamp verified work.

Calm
MCP server giving coding agents a call-graph-aware, hash-verified view of a codebase, not grep.

Distil
Reversibly compress tool outputs to recoverable handles; expand to exact original bytes on demand.

prodlint
Production readiness for vibe-coded apps.

mcp-fns-check
Russian tax authority (FNS) counterparty checks: status, debts, blocks.

Remembra — AI Memory Layer
Persistent AI memory with entity resolution, temporal knowledge graph & 11 MCP tools.

RAGScore
Generate QA datasets & evaluate RAG systems with failure diagnosis.

GPU MCP Server
NVIDIA GPU metrics as MCP tools — utilization, memory, temperature, power.

Pmll Memory
PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.
Clearfront
OSINT sweep of a digital footprint: breaches, accounts, data brokers, domains and IPs

Dolphin PilotNew
AI agent interface to Apache DolphinScheduler: 58 MCP tools for workflow orchestration & data ops.

3D VisualizerNew
Inspect, compare and export point clouds, meshes and calibrated depth data with inline 3D previews.

Claudia
Task management for AI agents with hierarchical tasks, dependencies, sprints, and coordination.

