Leaderboard Overview
See how MCP servers stack up across install quality, maintenance, auth posture, client compatibility, usefulness, and safety. This page is the trust board, not a raw directory.
Overall
| Rank | Server | Score |
|---|---|---|
| 1 | GitHub MCP Server Developer tools · Deep Review · High confidence | 94 |
| 2 | Context7 Documentation · Deep Review · High confidence | 89 |
| 3 | Filesystem Local automation · Deep Review · High confidence | 84 |
| 4 | EXA Web retrieval · Deep Review · High confidence | 84 |
| 5 | MCP Registry Server Documentation · Deep Review · High confidence | 83 |
| 6 | Brave Search Search · Deep Review · High confidence | 81 |
Top Trusted
| Rank | Server | Score |
|---|---|---|
| 1 | GitHub MCP Server Developer tools · Deep Review · High confidence | 94 |
| 2 | Context7 Documentation · Deep Review · High confidence | 89 |
| 3 | Filesystem Local automation · Deep Review · High confidence | 84 |
| 4 | EXA Web retrieval · Deep Review · High confidence | 84 |
| 5 | MCP Registry Server Documentation · Deep Review · High confidence | 83 |
| 6 | Brave Search Search · Deep Review · High confidence | 81 |
Developer Tools
| Rank | Server | Score |
|---|---|---|
| 1 | GitHub MCP Server Developer tools · Deep Review · High confidence | 94 |
| 2 | Git Developer tools · Deep Review · High confidence | 78 |
| 3 | HAPI MCP Server Developer tools · Deep Review · Medium confidence | 63 |
Safety Watch
| Rank | Server | Score |
|---|---|---|
| 1 | Filesystem Local automation · Deep Review · High confidence | 84 |
| 2 | MCP Registry Server Documentation · Deep Review · High confidence | 83 |
| 3 | Playwright MCP Web automation · Deep Review · High confidence | 81 |
| 4 | Git Developer tools · Deep Review · High confidence | 78 |
| 5 | Docs MCP Documentation · Deep Review · Medium confidence | 76 |
| 6 | Adeu Marketing · Deep Review · Medium confidence | 76 |
MCP Leaderboard
Ranked only after a Deep Review or explicit Maintainer Verified review. Source Reviewed and Install Tested listings remain searchable, but are excluded from leaderboards.
| # | Server | Category | Review depth | Install + docs/100 | Maintenance/100 | Auth handling/100 | Client compatibility/100 | Real usefulness/100 | Safety signals/100 | MCP Rank | Risk |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | GitHub MCP Server Repository, issue, pull request, and code search workflows for agentic coding. | Developer tools | Deep ReviewHigh confidence | 94 | 96 | 90 | 94 | 97 | 88 | 94Excellent | low |
| 2 | Context7 Library documentation retrieval for coding assistants. | Documentation | Deep ReviewHigh confidence | 91 | 92 | 86 | 84 | 93 | 86 | 89Excellent | low |
| 3 | Filesystem Controlled local file access for assistants running in a developer workspace. | Local automation | Deep ReviewHigh confidence | 88 | 84 | 72 | 93 | 91 | 73 | 84Good | medium |
| 4 | EXA Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding | Web retrieval | Deep ReviewHigh confidence | 87 | 83 | 76 | 85 | 88 | 81 | 84Good | low |
| 5 | MCP Registry Server Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server. | Documentation | Deep ReviewHigh confidence | 87 | 83 | 76 | 85 | 88 | 75 | 83Good | medium |
| 6 | Brave Search Web search results for agents that need current public context. | Search | Deep ReviewHigh confidence | 79 | 76 | 80 | 88 | 82 | 78 | 81Good | low |
| 7 | Sequential Thinking Structured problem-solving tool for stepwise decomposition and revision. | Reasoning | Deep ReviewHigh confidence | 82 | 80 | 74 | 85 | 87 | 76 | 81Good | low |
| 8 | Playwright MCP Browser automation backed by Playwright for testing and inspection. | Web automation | Deep ReviewHigh confidence | 82 | 80 | 74 | 85 | 87 | 76 | 81Good | medium |
| 9 | Fetch Fetch and convert web content for model-readable context. | Web retrieval | Deep ReviewHigh confidence | 80 | 78 | 72 | 83 | 85 | 74 | 79Good | low |
| 10 | Git Read and inspect local Git repositories from MCP clients. | Developer tools | Deep ReviewHigh confidence | 79 | 77 | 71 | 82 | 84 | 73 | 78Good | medium |
| 11 | BuyWhere MCP Product search, price comparison, and affiliate-ready shopping across Singapore and US retailers. | Marketing | Deep ReviewMedium confidence | 80 | 76 | 69 | 78 | 81 | 74 | 77Good | low |
| 12 | Time Timezone conversion and current-time utilities for agents. | Utilities | Deep ReviewHigh confidence | 77 | 75 | 69 | 80 | 82 | 71 | 76Good | low |
| 13 | Docs MCP Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help. | Documentation | Deep ReviewMedium confidence | 80 | 76 | 69 | 78 | 81 | 68 | 76Good | medium |
| 14 | Adeu Automated DOCX Redlining Engine | Marketing | Deep ReviewMedium confidence | 80 | 76 | 69 | 78 | 81 | 68 | 76Good | medium |
| 15 | Anki MCP Server MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect. | Marketing | Deep ReviewMedium confidence | 80 | 76 | 69 | 78 | 81 | 68 | 76Good | medium |
| 16 | Everything Reference and test server that exercises MCP prompts, resources, and tools. | Testing | Deep ReviewHigh confidence | 70 | 68 | 62 | 73 | 75 | 64 | 69Watch | low |
| 17 | AgentTrust — Identity & Trust for A2A Agents Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner. | Security | Deep ReviewMedium confidence | 70 | 66 | 50 | 68 | 71 | 48 | 63Watch | high |
| 18 | Spotdb Ephemeral data sandbox for AI workflows with guardrails and security | Data | Deep ReviewMedium confidence | 70 | 66 | 50 | 68 | 71 | 48 | 63Watch | high |
| 19 | BorealHost Agent-native web hosting — deploy sites, manage DNS, register domains, scale infrastructure | Infrastructure | Deep ReviewMedium confidence | 70 | 66 | 50 | 68 | 71 | 48 | 63Watch | high |
| 20 | HAPI MCP Server HAPI MCP server: Dynamically exposes OpenAPI REST APIs as MCP tools for AI assistants | Developer tools | Deep ReviewMedium confidence | 70 | 66 | 50 | 68 | 71 | 48 | 63Watch | high |