Live · updated 6 hr ago 16,050 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 16,050
Categories 18
Official Servers 0
Remote-Hosted 7,750

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.

Synapse Secure Memory

4.7/10
io.github.SynapseLayer/synapse-secure-memory

Zero-Knowledge Context™ & Neural Handover™ for AI Agents. The Trust Layer for AI Memory.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Contextkeeper

4.7/10
io.github.TheRealDataBoss/contextkeeper

Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Vaultit

4.7/10
io.github.TheRealDataBoss/vaultit

Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Kibana

4.7/10
io.github.TocharianOU/kibana

Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

4.7/10
io.github.Tom-R-Main/mcp-server

AI executive function assistant — tasks, calendar, knowledge, code indexing, and CRM for your IDE.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Email Agent MCP

4.7/10
io.github.UseJunior/email-agent-mcp

Local email connectivity for AI agents — read, draft, send, and organize Outlook mail via MCP

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Open Computer Use

4.7/10
io.github.Yambr/open-computer-use

Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Confluence Cloud

4.7/10
io.github.aaronsb/confluence-cloud

MCP server for Confluence Cloud — page editing, navigation, and content management

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Jira Cloud

4.7/10
io.github.aaronsb/jira-cloud

MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom fields

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Salesforce Cloud

4.7/10
io.github.aaronsb/salesforce-cloud

Salesforce CRM integration — opportunities, accounts, SOQL, file downloads, analytics

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Nowaikit

4.7/10
io.github.aartiq/nowaikit

ServiceNow MCP server — 450+ tools (ITSM, ITOM, CMDB, scripting) for Claude, ChatGPT & any AI.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Servicenow MCP

4.7/10
io.github.aartiq/servicenow-mcp

400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Promptheus

4.7/10
io.github.abhichandra21/promptheus

AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

4.7/10
io.github.agent-blueprint/mcp-server

Explore and download AI agent blueprints as Agent Skills directories for coding agents

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Btcfi

4.7/10
io.github.aiindigo925/btcfi

Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys needed.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Rigol Dho824 MCP

4.7/10
io.github.aimoda/rigol-dho824-mcp

Control and query Rigol DHO824 oscilloscope for waveform capture and measurements

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Lunchmoney MCP

4.7/10
io.github.akutishevsky/lunchmoney-mcp

MCP server for managing LunchMoney personal finances: transactions, budgets, categories, and more.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Monobank MCP Server

4.7/10
io.github.akutishevsky/monobank-mcp-server

MCP server for Monobank API — currency rates, client info, and account statements

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Missinglinkz

4.7/10
io.github.andrewlamamills-tech/missinglinkz

Campaign link infrastructure for AI agents — validate, build, and inspect UTM-tracked links.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Math MCP

4.7/10
io.github.andylbrummer/math-mcp

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Molecular MCP

4.7/10
io.github.andylbrummer/molecular-mcp

GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Neural MCP

4.7/10
io.github.andylbrummer/neural-mcp

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Quantum MCP

4.7/10
io.github.andylbrummer/quantum-mcp

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

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Apilocker

4.7/10
io.github.apilocker/apilocker

Encrypted credential vault: LLM, service & OAuth keys. 21-tool MCP server for your AI agent.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Applitools

4.7/10
io.github.applitools/applitools

The Applitools MCP server helps you create, update, and analyze visual tests using Applitools Eyes.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Deepseek

4.7/10
io.github.arikusi/deepseek

MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Arm MCP

4.7/10
io.github.arm/arm-mcp

Official Arm MCP server for code migration, optimization, and Arm architecture guidance

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agenttrust

4.7/10
io.github.assister-xyz/agenttrust

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

MCP Server Terminal

4.7/10
io.github.aybelatchane/mcp-server-terminal

MCP server for AI agents to interact with terminal applications. Think Playwright for terminals.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Onetool MCP

4.7/10
io.github.beycom/onetool-mcp

One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Blocklens MCP Server

4.7/10
io.github.blocklens/blocklens-mcp-server

Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cycles & more

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Bulwark

4.7/10
io.github.bpolania/bulwark

AI agent governance: content scanning, audit logs, policy evaluation, session management.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Azure MCP

4.7/10
io.github.broisnischal/azure-mcp

Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, and PAT.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Unity Ai Bridge

4.7/10
io.github.butterlatte-zhang/unity-ai-bridge

Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero dependencies.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Wireshark MCP

4.7/10
io.github.bx33661/wireshark-mcp

Professional network analysis with tshark. Security audits, deep-dives, and threat detection.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Selfheal MCP

4.7/10
io.github.carsonroell-debug/selfheal-mcp

Self-healing proxy for MCP servers with retry, circuit breaker, and observability

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Sitehealth MCP

4.7/10
io.github.carsonroell-debug/sitehealth-mcp

Full website health audit — SSL, DNS, DMARC/SPF/DKIM, performance, uptime, links

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Sugar

4.7/10
io.github.cdnsteve/sugar

Autonomous AI development system with persistent task queue and background execution

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Charityverify MCP

4.7/10
io.github.charity-verify-admin/charityverify-mcp

Look up trust grades, donor verdicts, and analysis for 138,000+ Canadian charities.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Mcpbrowser

4.7/10
io.github.cherchyk/mcpbrowser

Browser automation using the user's Chromium session — JS execution, auth, and anti-bot support.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Propfirmdealfinder

4.7/10
io.github.chrisbusbin-pixel/propfirmdealfinder

Query live prop firm discount codes, compare firms, and find cheapest funded trading challenges.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Dataverse

4.7/10
io.github.codeurali/dataverse

73 tools for Microsoft Dataverse: CRUD, FetchXML, metadata, audit, batch, role privileges and more.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Opik MCP

4.7/10
io.github.comet-ml/opik-mcp

Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Csf

4.7/10
io.github.compl-i-agent/csf

NIST CSF 2.0 - Professional cybersecurity framework with 35 tools and 12 prompts

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Unreal MCP Ue4

4.7/10
io.github.conaman/unreal-mcp-ue4

UE4.27 MCP server for controlling Unreal Editor sessions over Python Remote Execution.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio

Pitwall

4.7/10
io.github.darshjoshi/pitwall

F1 race engineer for Claude — 79 tools for live timing, telemetry, strategy, and 75 years of history

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Dazzle

4.7/10
io.github.dazzle-labs/dazzle

Cloud stages for AI agents and live streaming. Create, manage, and broadcast content.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Deadends Dev

4.7/10
io.github.dbwls99706/deadends-dev

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Free · No spam

New servers, score changes, breakages

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

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.

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.