Live · updated 9 hr ago 9,861 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 9,861
Categories 18
Official Servers 0
Remote-Hosted 4,033

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.

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Category All9,861 Git / Code6373 Search1248 Other1178 Filesystem367 Database254 AI / ML73 Email60 Finance58 Cloud54 Analytics38 Calendar36 Browser31 Docs24 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
4,273–4,320 of 6,373 servers · Git / Code

Kg MCP

4.3/10
io.github.nnar1o/kg-mcp

Local knowledge graph memory MCP server for AI assistants.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP New Caledonia

4.3/10
io.github.lacausecrypto/mcp-new-caledonia

MCP server for New Caledonia open data (data.gouv.nc)

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Systemonomic MCP

4.3/10
io.github.TonyC23/systemonomic-mcp

Model work domains, score tasks for AI suitability, and design organisations.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Arc 1

4.3/10
io.github.marianfoo/arc-1

MCP server for SAP ABAP systems

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Agenthold

4.3/10
io.github.edobusy/agenthold

Shared versioned state for multi-agent AI workflows

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Batch Review MCP

4.3/10
io.github.hevangel/batch-review-mcp

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

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Sophon

4.3/10
io.github.lacausecrypto/sophon

Honest token economics for MCP agents. 68% tokens saved, zero-ML Rust binary.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

MCP Engine

4.3/10
io.github.maxanatsko/mcp-engine

Power BI MCP server (Supports Windows and macOS)

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Emailfinder MCP

4.3/10
io.github.xinxinhenaixin/emailfinder-mcp

Find verified professional emails by name, domain, LinkedIn, or role.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Zendriver MCP

4.3/10
io.github.bituq/zendriver-mcp

Undetectable browser automation for LLM agents, spoken over MCP.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Fiber

4.3/10
io.github.liveplex-cpu/fiber

Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Medium Ops

4.3/10
io.github.06ketan/medium-ops

Medium CLI + 23-tool MCP server. Your IDE drafts replies. No API keys.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Utility MCP Server

4.3/10
io.github.prakhargour10/utility-mcp-server

List and fetch official Pine Labs SDK API documentation via MCP tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Bls Oews MCP

4.3/10
io.github.1102tools/bls-oews-mcp

BLS Occupational Employment and Wage Statistics market wages. 7 tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Ecfr MCP

4.3/10
io.github.1102tools/ecfr-mcp

Electronic Code of Federal Regulations including FAR and DFARS. 13 tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Gsa Calc MCP

4.3/10
io.github.1102tools/gsa-calc-mcp

GSA CALC+ awarded labor ceiling rates from 230K+ MAS contracts. 8 tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Gsa Perdiem MCP

4.3/10
io.github.1102tools/gsa-perdiem-mcp

GSA Per Diem federal travel lodging and M&IE rates. 6 tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Regulations Gov MCP

4.3/10
io.github.1102tools/regulations-gov-mcp

Regulations.gov rulemaking dockets, documents, public comments. 8 tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Usaspending Gov MCP

4.3/10
io.github.1102tools/usaspending-gov-mcp

USASpending.gov federal contracts, subawards, recipients, agencies. 55 tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Bibverify

4.3/10
io.github.Hylouis233/bibverify

Verify and repair BibTeX references with DOI-first MCP tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Openclaw MCP

4.3/10
io.github.freema/openclaw-mcp

MCP server bridging Claude.ai/Desktop with self-hosted OpenClaw via OAuth 2.1.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Rbinmcp

4.3/10
io.github.kirkderp/rbinmcp

Rust MCP server for binary analysis and reverse engineering.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Agentcast

4.3/10
io.github.MukundaKatta/agentcast

Structured-output enforcer: extract and validate JSON from messy LLM text.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Agentvet

4.3/10
io.github.MukundaKatta/agentvet

Validate tool-call args before execution. Returns LLM-friendly retry hints.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP 1C

4.3/10
io.github.RCS-kz/mcp-1c

MCP server for 1C:Enterprise — read+write CRM/ERP through Claude/Cursor/Cline.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Reunion

4.3/10
io.github.Hug0x0/mcp-reunion

MCP server for Réunion open data (data.regionreunion.com)

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Pyslang MCP

4.3/10
io.github.ariklapid/pyslang-mcp

Compiler-backed read-only Verilog and SystemVerilog project analysis.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Ninjaone MCP

4.3/10
io.github.wyre-technology/ninjaone-mcp

MCP server for NinjaOne RMM — devices, organizations, alerts, and tickets.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Enoch

4.3/10
io.github.alias8818/enoch

Operate an Enoch control plane through MCP tools

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Agenticpay

4.3/10
io.github.krystiangw/agenticpay

x402 USDC paywall bridge for MCP — pay per tool call on Solana.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Datto Saas Protection MCP

4.3/10
io.github.wyre-technology/datto-saas-protection-mcp

MCP server for Datto SaaS Protection — M365/GWS backups, restores, seats.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Kaseya Bms MCP

4.3/10
io.github.wyre-technology/kaseya-bms-mcp

MCP server for Kaseya BMS PSA — tickets, accounts, time entries, contracts.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Kaseya Vsa MCP

4.3/10
io.github.wyre-technology/kaseya-vsa-mcp

MCP server for Kaseya VSA RMM — agents, patches, procedures, alarms, tickets.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Reviewguru

4.3/10
io.github.kapruka/reviewguru

Query Sri Lankan businesses, doctors, and reviews from any MCP-aware AI agent.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Proof Layer

4.3/10
io.github.World-999-Labs/proof-layer

Signed, hash-chained provenance receipts for AI agent actions.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Gpu Server

4.3/10
io.github.mesutoezdil/mcp-gpu-server

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

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Vaults Diagram Tools

4.3/10
io.github.Malnati/vaults-diagram-tools

Mermaid to assets. Source code to maps. MCP for agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Zero

4.3/10
io.github.zero-intel/zero

Read-only MCP inspection for ZERO paper autonomous onchain operations.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Json Contracts

4.3/10
io.github.json-contracts/json-contracts

JSON contract registry and validator for structured LLM and agent outputs.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

One Person Company Os

4.3/10
io.github.living-hi/one-person-company-os

Build and update a visual operating cockpit for AI-native solo founders.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Hevy MCP Remote

4.3/10
io.github.rwestergren/hevy-mcp-remote

Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Video

4.3/10
io.github.KyaniteLabs/mcp-video

Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Injectshield

4.3/10
io.github.bch1212/injectshield

Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Salesbuildr MCP

4.3/10
io.github.wyre-technology/salesbuildr-mcp

MCP server for SalesBuildr — quoting and sales workflows for MSPs.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Superops MCP

4.3/10
io.github.wyre-technology/superops-mcp

MCP server for SuperOps unified PSA+RMM — clients, tickets, assets, and more.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Syncro MCP

4.3/10
io.github.wyre-technology/syncro-mcp

MCP server for Syncro MSP — customers, tickets, assets, invoices, and more.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Drdeploy MCP

4.3/10
io.github.Dr-Deploy/drdeploy-mcp

MCP tools for drdeploy: scan deployed sites, list, get findings, check status.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Shipcheck MCP

4.3/10
io.github.TateLyman/shipcheck-mcp

Read-only Shipcheck launch-risk scans for authorized JS, TS, and MCP repos.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →
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.