mcpbeat

MCP Server List

Every MCP server in the official registry that has something to show: 19 589 in total, of which 8 684 answered our last handshake and 1 514 are listed as active but do not respond. Sorted by uptime, real installs and the number of tools each one exposes — not by date added.

New to this? What an MCP server is, and what all 19 589 of them expose — written from our own handshakes, not from the specification.

8 684 answering 9 153 with real installs 107 693 tools indexed

18 501–18 600 of 19 589

page 186 of 196
Japan Subsidy Search
io.github.fujimura-ui/japan-subsidy-search-mcp

Search Japanese government subsidies (official jGrants data): deadlines, amounts, eligibility.

not responding
I
Japan Weather & Alerts
io.github.fujimura-ui/japan-weather-alerts-mcp

Japan weather forecasts and disaster alerts from JMA: forecasts, warnings, and earthquake info.

not responding
Fundchain
io.github.fundchainteam/fundchain-mcp

Crypto crowdfunding for AI agents. Create campaigns, accept ETH/USDC via x402 protocol.

local only
Connectivity Index
io.github.futuremultihousing-dev/connectivity-index

Machine-readable FCC pre-diligence corpus for multifamily broadband infrastructure scenarios.

not responding
Cortex Memory Engine
io.github.gambletan/cortex

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

local only
Aguara MCP
io.github.garagon/mcp-aguara

Scan skills, MCP configs, and agent content for injection and supply-chain risks. Offline, no LLM.

local only
Ratatosk MCP
io.github.garlicKim21/ratatosk-mcp

CNCF release intelligence: typed facts from release notes; check_stack compares versions locally.

local only
Cotrader
io.github.get-cotrader/cotrader

Screen 11,000+ stocks using natural language and detect chart patterns via MCP.

not responding
Cyphrex
io.github.getcyphrex/cyphrex-mcp

Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and immutable audit trail.

not responding
Verdict — Compliance for AI-Generated Code
io.github.getverdict-ai/verdict

Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare IT.

local only
X402 API
io.github.gigsoul/x402-api

AI API for marketing, content and outreach. 22 endpoints. Pay with USDC on Base via x402.

not responding
ARGENTUM
io.github.giskard09/argentum

Karma economy for AI agents. Community attestations, on-chain reputation on Arbitrum.

not responding
Giskard Memory
io.github.giskard09/memory

Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.

not responding
Giskard Oasis
io.github.giskard09/oasis

Contextual guidance for AI agents in fog states. Claude-backed, Ed25519, Lightning payment.

not responding
Giskard Origin
io.github.giskard09/origin

Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.

not responding
Giskard Search
io.github.giskard09/search

Pay-per-use web search for AI agents. Lightning invoice, Ed25519 signature, karma discounts.

not responding
Glider
io.github.glidermcp/glider

Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transports.

local only
Video Render MCP
io.github.globalion/video-render-mcp

Fireship-style short videos from a topic — Remotion motion graphics, word-timed captions, 1080p.

not responding
Windbg MCP
io.github.glslang/windbg-mcp

WinDbg/DbgEng over MCP: crash dumps, live user & kernel, driver IOCTLs, and TTD.

local only
EchoVault Memory
io.github.go-ports/echovault

Local-first memory for coding agents; stores decisions, bugs, and context across sessions.

local only
TrustLayer
io.github.goatgaucho/trustlayer

Agent reputation scoring: trust scores, Sybil detection, cross-chain identity for 133K+ agents

not responding
I
Inday - Public Holiday API
io.github.gokhanibrikci/inday-holiday-api

Public holiday data for 30+ countries. Check holidays, working days and calendars via AI assistants.

not responding
GoodSender
io.github.good-sender/goodsender-mcp

Free consent-based emailing and interactive email template design tools

local only
MCP Toolbox for Databases
io.github.googleapis/mcp-toolbox

MCP Toolbox for Databases enables your agent to connect to your database.

local only
Flori Financial Data API
io.github.goosemafia22-rgb/flori-financial-data

SEC EDGAR financials, insider trading, and economic data for AI agents. US GAAP + IFRS.

not responding
Shuttle
io.github.grarcht/shuttle

Android framework and solution that prevents TransactionTooLargeException crashes by design.

local only
Groupdocs Annotation MCP
io.github.groupdocs-annotation/groupdocs-annotation-mcp

MCP server for GroupDocs.Annotation — add, list, update, remove document annotations via AI agents.

local only
Groupdocs Comparison MCP
io.github.groupdocs-comparison/groupdocs-comparison-mcp

MCP server for GroupDocs.Comparison — compare, analyze, and inspect documents via AI agents.

local only
Groupdocs Conversion MCP
io.github.groupdocs-conversion/groupdocs-conversion-mcp

MCP server for GroupDocs.Conversion — convert, inspect, and list supported formats via AI agents.

local only
Groupdocs Markdown MCP
io.github.groupdocs-markdown/groupdocs-markdown-mcp

MCP server for GroupDocs.Markdown — convert documents to Markdown via AI agents.

local only
Groupdocs Merger MCP
io.github.groupdocs-merger/groupdocs-merger-mcp

MCP server for GroupDocs.Merger — merge, split, and inspect documents via AI agents.

local only
Groupdocs Metadata MCP
io.github.groupdocs-metadata/groupdocs-metadata-mcp

MCP server for GroupDocs.Metadata — read, search, write, and remove document metadata.

local only
Groupdocs Parser MCP
io.github.groupdocs-parser/groupdocs-parser-mcp

MCP server for GroupDocs.Parser — extract text, images, metadata, tables, barcodes via AI.

local only
Groupdocs Redaction MCP
io.github.groupdocs-redaction/groupdocs-redaction-mcp

MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image areas via AI agents.

local only
Groupdocs Signature MCP
io.github.groupdocs-signature/groupdocs-signature-mcp

MCP server for GroupDocs.Signature — sign, search and verify document signatures via AI agents.

local only
Groupdocs Total MCP
io.github.groupdocs-total/groupdocs-total-mcp

MCP server for GroupDocs.Total — annotate, sign, convert, watermark, parse, redact documents via AI.

local only
Groupdocs Viewer MCP
io.github.groupdocs-viewer/groupdocs-viewer-mcp

MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via AI agents.

local only
Groupdocs Watermark MCP
io.github.groupdocs-watermark/groupdocs-watermark-mcp

MCP server for GroupDocs.Watermark — add and search document watermarks via AI agents.

local only
Dsr MCP Server
io.github.grupo-avispa/dsr_mcp_server

An MCP server that provides tools for interacting with Deep State Representation (DSR) graphs.

local only
MCP GSC CPG
io.github.gsc-em/a2a-mcp-cpg

A2A MCP & CPG Rails: HBPC (Hygiene + Beauty Personal Care) procurement and ESG.

not responding
BioMCP
io.github.gucci10248/biomcp

50+ biomedical data sources in one MCP server — PubMed, ClinVar, gnomAD, KEGG, and more

local only
Epitome
io.github.gunning4it/epitome-mcp

Personal AI memory — gives every AI agent shared, persistent memory of you

not responding
Omni Lpr
io.github.habedi/omni-lpr

An MCP server for automatic license plate recognition

not responding
Platter
io.github.hadriangateway/platter

MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdio.

local only
Sentinel MCP Server
io.github.haidrau/sentinel-mcp-server

Shopee price monitoring via MCP.requires extension + MCP Key. T-0 price data for SG/MY/TH/VN/ID/PH.

local only
Lambë
io.github.hakimjonas/lambe

Shape-aware query language for structured data — JSON, YAML, TOML, HCL, CSV, Markdown.

local only
MPM-Coding
io.github.halflifezyf2680/mpm-coding

Tool-first MCP: AST nav, impact/flow, task chains, memo/recall.

local only
MPM-Coding
io.github.halflifezyf2680/mpm-vibe-coding

Local MCP server for reliable long-running AI coding workflows.

local only
Skill Shelf (Rust singleton daemon)
io.github.halflifezyf2680/skill-shelf

Progressive group routing for 393 professional skills via Rust daemon stdio shim.

local only
Wireforge
io.github.hanmahong5-arch/wireforge

Read-only MCP tools for ISO 8583 and SWIFT MT/MX: parse, validate, diff, SR2026 address checks.

local only
Unified AI System
io.github.happy520ai/unified-ai-system

Terminal-first AI gateway with nine governed MCP tools for Codex, Cursor, Cline; no-key local path.

local only
Terraform
io.github.hashicorp/terraform-mcp-server

Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise

local only
Bde Score
io.github.hbhqq9/bde-score

7-factor stock scoring MCP server. US/HK/CN, 74 stocks. Free + Premium (USDC/Base). x402 ready.

not responding
MSSQL LocalDB MCP
io.github.hermessilva/mssql-localdb-mcp

MCP server for SQL Server Express LocalDB on Windows: manage instances, run T-SQL, discover DBs

local only
Batch Review
io.github.hevangel/batch-review-mcp

Git diff and markdown review with a web UI plus MCP stdio for AI agents.

local only
Pi-hole MCP Server
io.github.hexamatic/pihole-mcp

Manage Pi-hole v6: DNS blocking, domains, clients, query analysis, DHCP, and multi-instance sync.

local only
Edition API
io.github.hiroshic9-png/edition-api

Japan business regulations, compliance, travel, protocols, memory — 10 knowledge domains, 23 tools.

local only
P4mcp Server
io.github.hjain-perforce/p4mcp-server

Perforce P4 MCP Server is a MCP server that integrates with the Perforce P4 version control system.

local only
HODLXXI Read-Only
io.github.hodlxxi/hodlxxi-readonly

Public read-only MCP server for HODLXXI agent identity, trust, receipts, and verification.

not responding
PennyPilot MCP
io.github.holco-apps/pennypilot-mcp

Open-core, local, read-only MCP server for Pennylane Company API v2. Auditable READ_ONLY_GUARD.

local only
Hwatu
io.github.hongnoul/hwatu

Verification browser for coding agents: headless WebKit, DOM eval, screenshots, pixel-diff.

local only
pons Launchpad (Robinhood Chain)
io.github.hoodly-agent/mcp-pons

Dual-version MCP for pons token launches on Robinhood Chain: v1 trading, v2 curve reads (plan-only).

not responding
Horus Flow MCP
io.github.horustechltd/horus-flow-mcp

Institutional crypto & equity orderflow intelligence for AI trading agents.

local only
Textarttools MCP
io.github.humanjesse/textarttools-mcp

Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fonts

not responding
Hummingbot
io.github.hummingbot/mcp

MCP server exposing Hummingbot API for automated multi-exchange trading

local only
K-Work Trust
io.github.hycore220/k-work-trust

Korean business record validation and workflow safety gates for AI agents.

not responding
Leadlord — Local Australian trade businesses
io.github.iambenslater/leadlord-local-trades

Australian local-trade providers. One signed provider per domain. 15 live across Brisbane.

not responding
Tidal MCP
io.github.ibeal/tidal-mcp

MCP server for TIDAL - search tracks, manage playlists, and get personalized recommendations

local only
Rails Agent Skills
io.github.igmarin/rails-agent-skills-mcp

Rails development skills, docs, and workflows exposed through MCP stdio.

local only
DataBR — API de Dados Públicos Brasileiros
io.github.igorpdev/databr

Brazilian public data API for AI agents. BCB, IBGE, CVM, B3, compliance. x402 payments on Base.

not responding
OfficeAgent.NET
io.github.ilia-sokolov/officeagent

Create and edit real Word documents (filesystem or SharePoint): typed change plans, tracked changes

local only
Consilium Principis
io.github.ilyautov/consilium-principis

AI advisory board (MCP): quotes verified word-for-word against public-domain texts, fail-closed

local only
GDD - AI-Controlled Browser Farm
io.github.imVSmirnov/gdd

AI-controlled browser farm: N isolated Chromium instances with 36 MCP tools

local only
CryptoAgentMail
io.github.influqa/crypto-agent-mail

Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, and credits.

not responding
Exec Sandbox
io.github.inhuman/mcp-exec

Single exec tool running caller Python in a network-isolated locked-down sandbox.

local only
Kubernetes Ephemeral Job
io.github.inhuman/mcp-k8s-ephemeral-job

Runs a command in a throwaway Kubernetes pod and returns exit code, output and artifacts.

local only
SSH Fleet
io.github.inhuman/mcp-ssh-fleet

Curated ssh_probe diagnostics and single-host ssh_exec over an allowlisted SSH fleet.

local only
Router MCP
io.github.intelli-verse-x/router-mcp

Run the Intelliverse platform from any agent: apps, API keys, knowledge bases, email, media, chat.

local only
I
Eval Engine API
io.github.invertedhoologan/eval-engine-mcp

Pay-per-call AI evaluation MCP server. Score LLM outputs against benchmark rubrics via Workers AI.

not responding
Sovereign Engine
io.github.invertedhoologan/sovereign-engine

15 paid AI agent primitives via x402 (USDC on Base). Pay-per-call MCP server.

not responding
IONOS CLOUD MCP Server
io.github.ionos-cloud/ionoscloud-mcp

Inspect IONOS CLOUD infrastructure via MCP

local only
CLIO Adios
io.github.iowarp/adios-mcp

Fetch and analyze BP5 data files using ADIOS2. Access scientific data, metadata, and attributes...

local only
CLIO Arxiv
io.github.iowarp/arxiv-mcp

ArXiv MCP server implementation using Model Context Protocol

local only
CLIO Chronolog
io.github.iowarp/chronolog-mcp

ChronoLog MCP server implementation using Model Context Protocol

local only
CLIO Compression
io.github.iowarp/compression-mcp

Compression MCP server implementation using Model Context Protocol

local only
CLIO Darshan
io.github.iowarp/darshan-mcp

Darshan I/O profiler MCP server for analyzing I/O trace files

local only
CLIO Geo
io.github.iowarp/geo-mcp

MCP server for rendering GeoJSON vector layers into map images with basemaps

local only
CLIO Geojson
io.github.iowarp/geojson-mcp

MCP server for inspecting, validating, and summarizing GeoJSON documents (stdlib only)

local only
CLIO Hdf5
io.github.iowarp/hdf5-mcp

HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server

local only
CLIO Jarvis
io.github.iowarp/jarvis-mcp

JARVIS-CD MCP with a compact user pipeline contract and explicit admin compatibility profiles

local only
CLIO Lmod
io.github.iowarp/lmod-mcp

Lmod MCP - Environment Module Management for LLMs with comprehensive module operations

local only
CLIO Ndp
io.github.iowarp/ndp-mcp

National Data Platform (NDP) MCP server for searching and discovering datasets across multiple...

local only
CLIO Node Hardware
io.github.iowarp/node-hardware-mcp

Node Hardware MCP - Comprehensive Hardware Monitoring and System Analysis for LLMs with...

local only
CLIO Pandas
io.github.iowarp/pandas-mcp

Pandas MCP - Advanced Data Analysis for LLMs with comprehensive pandas operations

local only
CLIO Parallel Sort
io.github.iowarp/parallel-sort-mcp

Parallel Sort MCP - High-Performance Log File Processing for LLMs with advanced sorting and analysis

local only
CLIO Paraview
io.github.iowarp/paraview-mcp

MCP server for ParaView scientific visualization

local only
CLIO Parquet
io.github.iowarp/parquet-mcp

MCP server for Apache Parquet files

local only
CLIO Plot
io.github.iowarp/plot-mcp

MCP server for advanced data visualization and plotting operations

local only
CLIO Sac
io.github.iowarp/sac-mcp

MCP server for analyzing SAC seismic-waveform files and TAR archives: inspect members, compute...

local only
CLIO Scientific Catalog
io.github.iowarp/scientific-catalog-mcp

Operator-owned scientific dataset discovery for remote agents

local only

Narrow it down

the same servers, cut by what you actually need
Browser Automation 392
Web Search 2 555
Coding Agents 14 349
Databases 493
Vector and RAG 197
DevOps and Cloud 357
Observability 941
Security 800
Testing and QA 424
Project Management 211
Knowledge and Notes 206
Communication 598
Files and Storage 320
Data Analysis 647
Finance and Markets 1 581
Design 252
Workflow Automation 696
Documents and PDF 578
Social Media 454
E-commerce 180
Maps and Weather 622
Web Scraping 222