The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
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.
Navigation Toolkit
4.7/10Precision aviation flight planning (VFR, METAR/TAF weather, WGS84 routing) and road trip logistics
Memeoracle
4.7/10Memecoin Intelligence MCP — 9 tools: rug check, momentum, whale watch, 80+ chains.
Shoporacle
4.7/10E-Commerce Intelligence MCP — 11 tools: price comparison, stock, reviews. 18 countries.
Smartmoneyoracle
4.7/10Whale & Institutional Flow MCP — 8 tools: TVL flows, alpha signals, stablecoin supply.
Yieldoracle
4.7/10DeFi Yield Intelligence MCP — 8 tools: 19K+ pools, risk-adjusted APY, RWA yields.
MCP Server
4.7/10Flaky test detection, root cause analysis, and fix suggestions for development teams.
MCP Server
4.7/10Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content optimization.
Sprtx MCP
4.7/10Agent-native sports token network. 1,435 tokens across 98 sports, 9 global regions.
MCP Server
4.7/10Push notifications with personalized sounds - manage and trigger your vybits via MCP
Safe Agent
4.7/10Open bounty protocol for AI agents. 22 tools: token safety scans + paid missions. 0.5% fee.
MCP Server
4.7/10MCP server for aerospace calculations: orbital mechanics, ephemeris, DSN operations, ...
Pools
4.7/10AI sales manager for composite swimming pools — recommendations, pricing, BIM/CAD, dealers
Ziptax
4.7/10Real-time US and Canadian sales and use tax rates by address or geo coordinates.
Open Video
4.7/10AI-powered video publishing, channel management, and monetization via open.video
Market
4.7/10Sputnik X: EU trade 63M+, LV customs, salary, sanctions, EU AI Act, SoulLedger + x402 USDC.
MCP Server
4.7/10Warehouse management for warehouses, missions, tasks, packs, products, and shipments.
Product Intelligence
4.7/10Smart home product intelligence: 1,080+ products with expert consensus scores and compatibility.
Mlp Tax
4.7/10Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, projections.
Plith
4.7/10AI agent infrastructure: dedup, cost prediction, validation, governance, failure intelligence.
MCP Server
4.7/10Pre-computed market data that improves agent reasoning, reduces token usage, and replaces pipelines.
Website
4.7/10Public remote MCP server for Walnai AI Consulting services, pricing, calculator, FAQs, and adoption.
Tools
4.7/10Remote MCP server: 10 developer utilities (base64, JWT, DNS, UUID, URL, JSON, UA, IP lookup).
MCP Server
4.7/10An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.
Scanbim
4.7/10Unified AEC tools: ACC, Revit, Navisworks, Twinmotion, and APS from one endpoint.
Tqp Growth Offense
4.7/10Read-only MCP server for The Quiet Protocol's engines, benchmarks, proof, and business data.
Public
4.7/10Run M/M/c queue simulations and four scenarios (call center, ER, coffee shop, single server).
MCP Server
4.7/10Manage AdButler campaigns, zones, ad items, VAST, and reports from Claude, ChatGPT, and Cursor.
Savecraft
4.7/10Savecraft serves real save game data and expert game knowledge to AI assistants.
MCP Server
4.7/10First A2A registry where AI agents discover & transact with compliance firms - audits, permits.
Atlas
4.7/10Civic actor discovery: people, orgs, initiatives on social issues across America.
MCP Server
4.7/10See how ChatGPT, Claude, Perplexity, and Gemini cite brands, prompts, and sources.
Brand Intelligence
4.7/10Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews, and Perplexity.
Mindmap
4.7/10Turn outlines and hierarchical notes into interactive mind maps through a hosted remote MCP server.
Advocate
4.7/10MCP layer for local businesses: discover, query, book, and transact with verified SMB AI agents.
MCP Server
4.7/10Create, test, publish, and manage Dreamlit notification workflows from AI clients.
Predmcp
4.7/10Polymarket + HIP-4 + Hyperliquid perps for Claude. 22 tools, signals & arb. Free tier.
Accessoracle
4.7/10AccessOracle - 10 access control tools: IAM, PAM, recertification, segregation of duties.
Agentguard
4.7/10AgentGuard — 20-tool AI safety MCP: policy preflight, risk scoring, audit logging, rate limits.
Aml
4.7/10AMLOracle — 12-tool AML/CFT MCP: 87k sanctions names, PEP screening, adverse media, SAR/STR.
Ampel
4.7/10AmpelOracle — 50-tool compliance traffic-light: Go/Caution/Stop signals for ESG, MiCA, AML.
Arbitrumoracle
4.7/10ArbitrumOracle - 12 Arbitrum tools: ERC-20, Camelot, GMX, sequencer, gas, bridge txs.
Baseoracle
4.7/10BaseOracle - 8 Base L2 tools: ERC-20, Aerodrome, bridge status, txs, gas, holders.
Bnboracle
4.7/10BNBOracle - 8 BNB Chain tools: BEP-20, PancakeSwap, validators, gas, txs, holders.
Changeoracle
4.7/10ChangeOracle - 10 change management tools: CAB workflow, risk, impact, post-implementation.
Conductor
4.7/10DORA OS Conductor — 16-tool meta-orchestrator for DORA compliance workflow automation.
Contractoracle
4.7/10ContractOracle - 10 contract analysis tools: clause extraction, redlines, DORA mappings.
Cybershield
4.7/10CyberShield - 12 cybersecurity tools: NIS2 mapping, MITRE ATT&CK, vulns, threat intel.
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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.