MCP Servers 12,184

Quantum

io.github.andylbrummer/quantum-mcp

B✓Verified

GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations

Wisepanel

io.github.ikoskela/wisepanel-mcp

A✓Verified

Multi-agent deliberation across Claude, Gemini, and Perplexity.

Fitbit

io.github.partymola/fitbit-mcp

A✓Verified

Retired, superseded by google-health-mcp.

AI2Human

io.github.richard7463/ai2human-mcp

B✓Verified

Dispatch human-execution tasks with proof verification, local checks, and compliance reviews.

Leteo

io.github.asanabrial/leteo

A✓Verified

Persistent memory for AI coding agents: one Rust binary, one local SQLite database.

A2ABench

io.github.khalidsaidi/a2abench

B✓Verified

Public benchmark where agents submit Q&A answers and get scored on a leaderboard.

Incident Response MCP for Apache Airflow

io.github.madamak/apache-airflow-mcp-server

A✓Verified

Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.

Parseflow

io.github.Libres-coder/parseflow

C✓Verified

PDF parsing server with text extraction, metadata, search, images, and TOC via MCP

Peon Mem

io.github.VineetV2/peon-mem

A✓Verified

Local-first memory brain for AI coding agents: hooks capture sessions, beliefs injected per prompt.

Cli

io.github.pushtodisplay/cli

A✓Verified

PushToDisplay MCP server — send real-time updates to display boards on iOS and Android devices.

Argus Testing — Autonomous QA MCP

io.github.chriswu727/argus

B✓Verified

Autonomous QA MCP for web and macOS that tests like a real engineer, finds bugs, and verifies them.

Aviation Weather Server

io.github.cyanheads/aviation-weather-mcp-server

A✓Verified

Fetch METARs, TAFs, PIREPs, and domestic SIGMETs from the NWS Aviation Weather Center.

Promptrejectormcp

io.github.revsmoke/promptrejectormcp

B✓Verified

Security gateway for AI agents: detects prompt injections, jailbreaks, and common vulnerabilities.

Afterpaths

io.github.burnssa/afterpaths

C✓Verified

Session memory for AI coding agents.

JobScout MCP

io.github.SarutobiSasuke8/jobscout-mcp

A✓Verified

Multi-source job discovery, deduplication and AI/Web3 classification for AI agents.

Gitworthy

io.github.trippyogi/gitworthy

A✓Verified

is it worth your commit? Pre-flight triage for OSS contribution targets.

Coda

io.github.vish288/mcp-coda

A✓Verified

MCP server for Coda API — docs, pages, tables, rows, formulas, permissions, and automation.

Wikipedia Server

io.github.cyanheads/wikipedia-mcp-server

A✓Verified

Search Wikipedia, read summaries and full text, target sections, find nearby pages, list languages.

Deckaura Tarot

io.github.gokimedia/tarot-mcp-server

A✓Verified

Explore 78 tarot cards with meanings, card draws, spreads, and Deckaura guide links.

Lurk

io.github.ProgenyAlpha/lurk

A✓Verified

Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary

Argus Decision

io.github.commet/argus-decision-mcp

B✓Verified

Preserve a user-authorized judgment and append later answers.

Multisim MCP

io.github.yxy050208/multisim-mcp

A✓Verified

Generate Multisim circuits, run simulations, export data, and create experiment reports.

voximplant-mcp

io.github.theYahia/voximplant-mcp

B✓Verified

MCP server for Voximplant — cloud telephony, call history, SMS (Russia)

Action1

io.github.wyre-technology/action1-mcp

A✓Verified

Action1 MCP server — endpoint inventory, patch visibility, and policy automation via REST API.