Live · updated 8 hr ago 9,931 Servers Scored

The MCP Server Directory

Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.

Servers 9,931
Categories 18
Official Servers 0
Remote-Hosted 4,073

What this is

The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.

Browse & filter
Top score Most stars Newest
Category All9,931 Git / Code6407 Search1256 Other1199 Filesystem370 Database254 AI / ML74 Email61 Finance58 Cloud55 Analytics38 Calendar36 Browser31 Docs24 DevOps22 Design17 Productivity14 Web Scraping9 Communication6
5,473–5,520 of 9,931 servers

MCP Clipboard

4.5/10
io.github.cmeans/mcp-clipboard

Read and write the system clipboard — tables, text, code, JSON, URLs, images, and more.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Ksef Pl

4.5/10
io.github.cmendezs/mcp-ksef-pl

Polish e-invoicing MCP: KSeF API v2, FA(3)/FA(2) XML, Peppol BIS 3.0, NIP/REGON validation.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Clipboard History MCP

4.5/10
io.github.d-khomenko/clipboard-history-mcp

Your clipboard, but Claude can read it. Type-classified, secret-encrypted. macOS + Linux.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Cowork Qa

4.5/10
io.github.inSideos-designs/cowork-qa

Goal-driven Playwright browser sessions for LLMs, with full action traces and aria-snapshots.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Idf MCP

4.5/10
io.github.intent-driven-software/idf-mcp

Turn an IDF domain into an MCP server with invariants and role scopes in every tool description.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Arcwall Security

4.5/10
io.github.rom-baro/arcwall-security

Security scanning for AI coding tools. Detects secrets, threat models, and runs pre-commit checks.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Pixelvault

4.5/10
io.github.rsweeting1/pixelvault

AI-native marketplace for pre-cleared licensed media assets — search, license, and stream rights.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Oceanbus MCP Server

4.5/10
io.github.ryanbihai/oceanbus-mcp-server

Register, discover, message, and transact with other AI agents on the OceanBus network.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Kuriflow MCP

4.5/10
io.github.sGuNk13/kuriflow-mcp

Make AI tasks repeatable. Run with new data automatically — zero AI tokens per run.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Airflow

4.5/10
io.github.us-all/airflow

Airflow MCP — list DAGs/runs/task instances, tail logs, trigger and clear (write-gated)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Android

4.5/10
io.github.us-all/android

Android MCP — ADB-based device, apps, UI, logcat, emulator, files, system, debug

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo →

Datadog

4.5/10
io.github.us-all/datadog

Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Dbt

4.5/10
io.github.us-all/dbt

dbt MCP — manifest/run_results/sources/catalog parsing + DQ result tables (BigQuery/Postgres)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo →

Google Drive

4.5/10
io.github.us-all/google-drive

Google Drive + Workspace MCP — Docs, Sheets, Slides, Shared Drives, Labels, Approvals, DWD

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Mlflow

4.5/10
io.github.us-all/mlflow

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Openmetadata

4.5/10
io.github.us-all/openmetadata

OpenMetadata MCP — metadata, lineage, search, data quality, OM 1.12+ Data Contracts

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Unifi

4.5/10
io.github.us-all/unifi

UniFi semantic-analysis MCP — fleet health, anomaly detection, cross-site analytics

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

3Dstreet

4.5/10
app.3dstreet/3dstreet

Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP tool calls.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Agentradar

4.5/10
io.github.Bichev/agentradar

Trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents on Base.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Dp Engineering Assistant

4.5/10
io.github.CE-RISE-software/dp-engineering-assistant

Helps plan and reuse CE-RISE Digital Passport components, models, and deployment assets.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ai Bom MCP

4.5/10
io.github.CSOAI-ORG/ai-bom-mcp

AI Bill of Materials (AI-BOM) generator + auditor MCP — CycloneDX ML-BOM, SPDX 3.0 AI profile, E...

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Bias Detection MCP

4.5/10
io.github.CSOAI-ORG/bias-detection-mcp

AI bias detection and fairness assessment for AI agents. Instant bias risk scan, demographic ana...

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Cra Compliance MCP

4.5/10
io.github.CSOAI-ORG/cra-compliance-mcp

EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Product classification...

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Dora Compliance MCP

4.5/10
io.github.CSOAI-ORG/dora-compliance-mcp

DORA (EU Digital Operational Resilience Act) compliance for AI agents. 5-pillar audit, incident ...

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Compliance MCP

4.5/10
io.github.CSOAI-ORG/nis2-compliance-mcp

NIS2 Directive (EU 2022/2555) compliance for AI agents. 10 Article 21 risk-management measures a...

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Carbon Footprint MCP

4.5/10
io.github.MayankTalwar0/carbon-footprint-mcp

An MCP server for calculating carbon footprints from bank statements using EPA GHG emission factors.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Prompt Time

4.5/10
io.github.RyanJamesStewart/prompt-time

Claude Desktop reminders for Windows. Survives MSIX boundary; persists across restarts. Zero deps.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Ryvo Protocol

4.5/10
io.github.Ryvonetwork/ryvo-protocol

MCP server for Ryvo Protocol state reads and prepare-only payment-channel actions.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Rekindle

4.5/10
io.github.Skitchy/rekindle

MCP session continuity engine. Boot reports, orientation scoring, and end-session capture. SQLite.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo →

Topolift MCP

4.5/10
io.github.TopoLift/topolift-mcp

Atom-grounded negotiation reasoning. Typed topology slot, inline citations, public dialect.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Tubemind Secure MCP

4.5/10
io.github.dewtech-technologies/tubemind-secure-mcp

Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 controls.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Cotforce MCP

4.5/10
io.github.islobodan/cotforce-mcp

Give brains to your small models. MCP server enforcing step-by-step Chain-of-Thought.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Maacgo MCP

4.5/10
io.github.jinhsueh/maacgo-mcp

Taiwan SMS MCP server. Send from Claude / Cursor / Windsurf, NCC-compliant, NT$50 free trial.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

X402 Tools MCP

4.5/10
io.github.mizukaizen/x402-tools-mcp

melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys. USDC on Base.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Github Pr Context MCP

4.5/10
io.github.paarths-collab/github-pr-context-mcp

AI code review grounded in your repo history. Supports Test Gen and Security Audits.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Agentdrop MCP Server

4.5/10
io.github.qFlav/agentdrop-mcp-server

MCP server for AgentDrop - encrypted file transfer between AI agents across any host or network.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Otc Pricing MCP

4.5/10
io.github.seaser0/otc-pricing-mcp

MCP server for the Open Telekom Cloud Price Calculator API (eu-de, eu-nl, eu-ch2).

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Xlsx For Ai

4.5/10
io.github.senoff/xlsx-for-ai

MCP server for production-grade Excel/.xlsx tooling. Read, write, diff, redact. Free tier.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Whoisxmlapi

4.5/10
io.github.whois-api-llc/mcp-whoisxmlapi

27 WHOIS, DNS, IP, threat intelligence, and bulk tools for AI agents via WhoisXML API.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Chartone

4.5/10
io.github.zhugejun/chartone

Render themed charts as hosted URLs. Embed in markdown, emails, and Slack. Hosted MCP, zero setup.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Feishu User Plugin

4.5/10
io.github.EthanQC/feishu-user-plugin

Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via cookie+protobuf.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Divlens

4.5/10
io.github.Lohithry/divlens

Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware health. 17 tools.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Recall

4.5/10
io.github.RecallWorks/recall

Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Autoza Ireland

4.5/10
io.github.Screed369/autoza-ireland

Irish used-car market MCP: search listings, stats, dealers & model guides via autoza.ie.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio
Repo →

Chron

4.5/10
io.github.SirinivasK/chron

Timestamped audit log for every AI conversation — stored locally in SQLite, owned by you.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo →

Cryptair MCP Server

4.5/10
io.github.Syronius/cryptair-mcp-server

Tamper-evident attestation tools for AI agents — on-chain receipts on Hedera Hashgraph mainnet.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server

4.5/10
io.github.agenticmail/mcp

Real email and SMS for AI agents — send mail, receive verification codes, drive a real inbox.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

K8Scortex MCP

4.5/10
io.github.apatilgtn/k8scortex-mcp

Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps, multi-cluster.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →
Weekly briefing

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

How scoring works

Four dimensions, weighted

  • Reliability (30%) — repository present, permissive license, not archived, official status.
  • Documentation (20%) — description length, website presence, README quality.
  • Maintenance (25%) — how recently the code was pushed; versioning discipline.
  • Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.
Frequently asked

What is MCP?

MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.

Where does the data come from?

Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.

How are servers scored?

Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".

Is this affiliated with Anthropic?

No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.

How often does the directory update?

The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.

Is it free?

Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.