MCP Servers 10,516

Sidereon

io.github.neilberkman/sidereon

A✓Verified

GNSS positioning and astrodynamics: orbit propagation, passes, GNSS solves, and RINEX QC

Jira Stdio

io.github.freema/mcp-jira-stdio

A✓Verified

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

MCP Imagenate

io.github.mimo-3/mcp-imagenate

B✓Verified

MCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX)

Drive devices and APIs from their W3C Thing Description.

Desktop Touch

io.github.Harusame64/desktop-touch-mcp

A✓Verified

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

nable

io.github.getnable/finops-mcp

A✓Verified

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

CodeWiki MCP — AI-generated docs for GitHub repos

io.github.izzzzzi/codewiki-mcp

B✓Verified

MCP server for codewiki.google: search repos, fetch wiki docs, ask questions

Polymarket Agent

io.github.demwick/polymarket-agent-mcp

A✓Verified

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

rag-rat

io.github.cq27-dev/rag-rat

A✓Verified

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

Akf

io.github.HMAKT99/akf

B✓Verified

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

Calm

io.github.Eilodon/calm-mcp

A✓Verified

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

Distil

io.github.dshakes/distil

B✓Verified

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

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.

OSINT sweep of a digital footprint: breaches, accounts, data brokers, domains and IPs

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.