MCP Servers 15,640

prodlint

io.github.prodlint/prodlint

B✓Verified

Production readiness for vibe-coded apps.

mcp-fns-check

io.github.atomno-mcp/mcp-fns-check

A✓Verified

Russian tax authority (FNS) counterparty checks: status, debts, blocks.

Remembra — AI Memory Layer

io.github.remembra-ai/remembra

B✓Verified

Persistent AI memory with entity resolution, temporal knowledge graph & 11 MCP tools.

RAGScore

io.github.HZYAI/ragscore

B✓Verified

Generate QA datasets & evaluate RAG systems with failure diagnosis.

GPU MCP Server

io.github.pmady/gpu-mcp-server

A✓Verified

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

Pmll Memory

io.github.drQedwards/pmll-memory-mcp

A✓Verified

PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.

Dolphin PilotNew

io.github.iflytek/dolphin-mcp-pilot

A✓Verified

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

3D VisualizerNew

io.github.kleinicke/3d-visualizer

A✓Verified

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

Fhirhydrant

io.github.faulkj/fhirhydrant

B✓Verified

FHIR MCP server with SMART Backend Services, response compaction, FHIRPath, and guarded writes.

s-gw

io.github.sgateway/s-gw

A✓Verified

Keep credentials out of AI coding agents with local approvals, scoped injection, and audit trails.

GraphPilot

io.github.graphpilot-oss/graphpilot

B✓Verified

Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.

Mergewarden

io.github.sjh9714/mergewarden

A✓Verified

Check whether a coding agent's changes stayed inside the scope it was given.

Intercom

io.github.MuhammadTalhaMT/intercom

A✓Verified

Relays messages between two Claude Code sessions on different machines using the Channels API

Aegis — AI Agent Governance

io.github.Acacian/aegis

A✓Verified

Policy-based governance for AI agent tool calls.

Ip2location Io

io.github.ip2location/mcp-ip2location-io

B✓Verified

IP Geolocation MCP server that query the geolocation information using IP2Location.io API.

Hound

io.github.tiluckdave/hound

B✓Verified

The dependency bloodhound for AI coding agents.

Octen

io.github.Octen-Team/octen-mcp

A✓Verified

URL to LLM-ready markdown — plus per-page category, page_structure, and query-driven highlights.

Nodebench

io.github.HomenShum/nodebench

A✓Verified

260 MCP tools across 49 domains.

SageMath

io.github.XBP-Europe/sagemath-mcp

A✓Verified

Stateful SageMath MCP server with 40 tools and a sandboxed Sage session per client.

Global Agent Memory

io.github.ozankasikci/global-agent-memory

B✓Verified

Shared, project-aware memory for Claude Code, Codex, and other agents with human review.

Sap Adt

io.github.yzonur/sap-adt-mcp

A✓Verified

Give Claude live access to SAP ABAP via ADT: read, search, check, test, and edit objects.

MailFathom

io.github.Krzysztof318/mailfathom

A✓Verified

Security-first, self-hosted email archive with search, cited answers, and sending for AI agents.

Semantic Scholar MCP Server

io.github.smaniches/semantic-scholar-mcp

A✓Verified

MCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.

Repo Graph

io.github.James-Chahwan/repo-graph

B✓Verified

Structural graph map of any codebase so LLMs navigate by structure, not guesswork.