MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41101 |
forex-mobile
Claim
Forex broker data, comparisons, recommendations & live rates for AI agents.
|
— | ||||||||
| 41102 |
RefBase MCP
Claim
MCP server that enables AI assistants in IDEs to interact with RefBase webapp f…
|
— | ||||||||
| 41103 |
paperless-ngx-mcp
Claim
Enables Claude AI to interact with Paperless-NGX document management through na…
|
— | ||||||||
| 41104 |
weather-mcp-server
Claim
Provides real-time weather data from the US National Weather Service API, enabl…
|
— | ||||||||
| 41105 |
@just-jelly/mcp-server
Claim
MCP server for Zama's fhEVM that provides tools to scaffold, compile, deploy, t…
|
— | ||||||||
| 41106 |
MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed s…
|
— | ||||||||
| 41107 |
PilotGentic
Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
|
— | ||||||||
| 41108 |
Cofound
Claim
MCP-native co-founder directory your AI agent searches, screening inbound pitch…
|
— | ||||||||
| 41109 |
opennews-mcp
Claim
Crypto news aggregation MCP server with AI ratings, trading signals, and real-t…
|
— | ||||||||
| 41110 |
提供全面的企业风险分析功能,包括严重违法记录、动产抵押、失信被执行人、经营异常、行政处罚等风险信息查询,帮助用户进行企业合规风险评估。
|
— | ||||||||
| 41111 |
China-Central-Policy-MCP
Claim
Facilitates retrieval and parsing of Chinese central government policies from g…
|
— | ||||||||
| 41112 |
Obsidian MCP Server
Claim
Turn your Obsidian vaults into structured context sources for Claude Desktop wi…
|
— | ||||||||
| 41113 |
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
|
— | ||||||||
| 41114 |
task-mcp-node
Claim
A simple MCP server demonstrating resources, tools, and prompts using a local t…
|
— | ||||||||
| 41115 |
Suprdeck
Claim
Fundraising intelligence MCP server for pre-seed to Series A founders. Replaces…
|
— | ||||||||
| 41116 |
re-lief
Claim
MCP server exposing LIEF for cross-format binary analysis, enabling parsing, se…
|
— | ||||||||
| 41117 |
bitbucket-mcp
Claim
A comprehensive MCP server for Bitbucket integration, providing 27 tools to man…
|
— | ||||||||
| 41118 |
stock-predictions
Claim
|
— | ||||||||
| 41119 |
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
|
— | ||||||||
| 41120 |
freellmpool
Claim
Pool 18 LLM providers through MCP: ask, panel, tokenmax, route, models, quota, …
|
— | ||||||||
| 41121 |
AgentTrust
Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
|
— | ||||||||
| 41122 |
Doxa MCP
Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
|
— | ||||||||
| 41123 |
Couchbase MCP Server
Claim
Enables LLMs to interact directly with Couchbase databases, supporting CRUD ope…
|
— | ||||||||
| 41124 |
ElkassabgiData
Claim
A growing family of free academic data libraries: finance, economics, and beyon…
|
— | ||||||||
| 41125 |
MetaEngine
Claim
Spec-first code generation: OpenAPI, GraphQL, Protobuf, and SQL to typed client…
|
— | ||||||||
| 41126 |
mcp-rn-devtools
Claim
This MCP server enables real-time debugging and inspection of running React Nat…
|
— | ||||||||
| 41127 |
WeaveTab-MCP
Claim
The Zero-Setup Local Browser MCP. Enables AI agents to control web browsers via…
|
— | ||||||||
| 41128 |
Enables lab managers and developers to perform OpenShift Partner Labs operation…
|
— | ||||||||
| 41129 |
contentforge
Claim
Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS pub…
|
— | ||||||||
| 41130 |
google-health-mcp
Claim
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
|
— | ||||||||
| 41131 |
SAP Commerce MCP Server
Claim
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
|
— | ||||||||
| 41132 |
vector-mcp
Claim
Integrates RAG into AI agents via MCP Server, supporting multiple vector databa…
|
— | ||||||||
| 41133 |
MindMesh MCP Server
Claim
Enables enriched reasoning through a quantum-inspired swarm of Claude 3.7 Sonne…
|
— | ||||||||
| 41134 |
Chargily MCP
Claim
An MCP server for the Chargily Pay V2 API, enabling payment management includin…
|
— | ||||||||
| 41135 |
GBG Loqate - Reach
Claim
Verify addresses, email addresses, and phone numbers with confidence scores.
|
— | ||||||||
| 41136 |
Project Tango
Claim
A local-first Model Context Protocol server that provides LLM agents with struc…
|
— | ||||||||
| 41137 |
Argentina payments for AI agents — Mercado Pago wallet / cuotas via Mercado Pag…
|
— | ||||||||
| 41138 |
clipkit
Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
|
— | ||||||||
| 41139 |
OScribe
Claim
Vision-based desktop automation MCP server that controls any application via sc…
|
— | ||||||||
| 41140 |
SignalEDI
Claim
EDI parse, validate, send & inspect (X12/EDIFACT) from any MCP client. Demo wit…
|
— | ||||||||
| 41141 |
markitup-mcp-server
Claim
AI image annotation and marketing-visual generator powered by [MarkItUp](https:…
|
— | ||||||||
| 41142 |
git-leaderboard
Claim
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
|
— | ||||||||
| 41143 |
Remogram
Claim
SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab,…
|
— | ||||||||
| 41144 |
ElevenLabs
Claim
MCP server that brings ElevenLabs to Claude Code — text-to-speech, sound effect…
|
— | ||||||||
| 41145 |
Keyblind
Claim
Encrypted secrets vault for AI agents — secrets resolved at runtime, never seen…
|
— | ||||||||
| 41146 |
EasyEDA Pro MCP Server
Claim
Enables AI-powered autonomous hardware design within EasyEDA Pro, allowing user…
|
— | ||||||||
| 41147 |
Janus MCP
Claim
Enables AI assistants to understand and interact with OpenAPI specifications, p…
|
— | ||||||||
| 41148 |
seedance-mcp
Claim
Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频
|
— | ||||||||
| 41149 |
Enables AI assistants to manage Gmail and Outlook inboxes through natural langu…
|
— | ||||||||
| 41150 |
mcp-va-museum
Claim
MCP server for querying the Victoria and Albert Museum (V\&A) collections via n…
|
— | ||||||||