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42,145 servers in the snapshot (13,813 alive, 9,216 need login, 3,006 dead, 16,110 stdio). 17,000 have a report page, 40 to a page, healthiest first.

#28413
gpa-calculator-mcp

GPA, grade conversion and what-do-I-need-on-the-final math for AI. Works offline, no account.

Stdio
score
30
#28414
gpc-mcp-server

Google Play Console MCP Server for AI coding agents

Stdio
score
30
#28415
gpodder-mcp

Keyless MCP server for the gPodder podcast directory: search podcasts, top charts, tags, feeds...

Stdio
score
30
#28416
gpsr-listing-lint

Audits a product feed row by row against Article 19 of the EU General Product Safety Regulation

Stdio
score
30
#28417
gpt-4o-image-mcp

RunAPI MCP server for GPT-4o Image: create tasks, poll status, check pricing.

Stdio
score
30
#28418
gpt-image-2-mcp

RunAPI MCP server for GPT Image 2: create tasks, poll status, check pricing.

Stdio
score
30
#28420
gpt-image-mcp

Generate and edit images with GPT Image 2.5 for $0.029 — free key, 50 credits, no card.

Stdio
score
30
#28421
GPTaria MCP

Post a project brief & publish cases on GPTaria from Claude Code, Cursor or Windsurf.

Stdio
score
30
#28422
GPU Server

MCP server for GPU monitoring: nvidia-smi, VRAM, utilization, temperature

Stdio
score
30
#28423
gpu-bridge

30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more.

Stdio
score
30
#28424
grabhire-ai-mcp

GrabHire.AI MCP server. UK grab lorry + tipper hire. Tools: estimate load volume, get grab lorry...

Stdio
score
30
#28425
grad-agent

Autonomous MCP agent for grad school applications: prof discovery, cold emails, SOP, tracking.

Stdio
score
30
#28426
gradient

MCP server for CSS gradient generation — linear, radial, conic

Stdio
score
30
#28428
Gradus Notation

Gradus Notation + Harmonic Analyzer + Engraver: music tools for any AI agent. Free, no auth.

Stdio
score
30
#28429
grafana

Manage dashboards, users, teams, alerts, data sources, and access control

Stdio
score
30
#28430
Grafana MCP

Read-only project-level Grafana MCP: Loki logs, metrics, traces, alerts, test/prod switching

Stdio
score
30
#28431
GRAFOMEM CGR Capture

Record agent judgments and their real outcomes on GRAFOMEM Cloud. Capture now, score later.

Stdio
score
30
#28432
Grafyx

Real-time codebase graph for AI assistants: call graphs, dependencies, symbol lookup.

Stdio
score
30
#28433
Grain SQL

Run SQL queries and inspect database schemas through safe, visible MCP tools.

Stdio
score
30
#28435
Gramps Evidence

Read/write a self-hosted Gramps Web family tree where every fact carries a citation.

Stdio
score
30
#28436
Granoflow

Connect MCP-capable AI agents to local Granoflow tasks, reviews, cards, imports, and work memory.

Stdio
score
30
#28437
grantd

Grantd MCP server: let your AI agent act on a user's behalf across third-party APIs via OAuth.

Stdio
score
30
#28438
grantex

OAuth 2.0 for AI agents — scoped delegation tokens, audit trails, and revocation.

Stdio
score
30
#28439
grantor-mcp

Wrap any MCP server with enforced, bounded, revocable permissions — grant, narrow, check, revoke.

Stdio
score
30
#28440
graph-aave-mcp

AAVE V2/V3 lending & governance MCP — 7 chains via The Graph subgraphs

Stdio
score
30
#28441
graph-atlas-mcp

Tracks documented and undocumented Microsoft Graph API schema changes, with an MCP Apps visualiser

Stdio
score
30
#28442
Graph-Mem

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Stdio
score
30
#28443
Graph-MIND

Local-first memory for Claude Code, Codex and Claude Desktop, kept verbatim on your own PC.

Stdio
score
30
#28444
graph-polymarket-mcp

Query Polymarket prediction markets via The Graph — 20 tools, 8 subgraphs

Stdio
score
30
#28445
Graphiti Local

Local-first temporal knowledge graph with six read-only MCP tools and human-reviewed writes.

Stdio
score
30
#28446
graphkeeper

Mines git history for file co-change patterns into a queryable knowledge graph via MCP.

Stdio
score
30
#28447
graphlens-mcp

Semantic code graph MCP server for coding agents

Stdio
score
30
#28448
Graphmem

Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation.

Stdio
score
30
#28449
GraphPilot

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

Stdio
score
30
#28450
graphql

Turn any GraphQL API into MCP tools. Zero config, zero code.

Stdio
score
30
#28451
graphy

Compile any codebase into a walkable graph and serve it over MCP. No model decides an edge.

Stdio
score
30
#28452
Graqle

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

Stdio
score
30