MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53651
BeBraveBeKind
Pre-install trust layer for MCP servers, AI skills, and npm packages. Scores an…
N/A N/A
53652
voidfeedai-ops
VoidFeed Claim
Structured knowledge API for AI agents — fractal knowledge graphs, signal datas…
53653
duy0699cat
Automates WorldQuant BRAIN alpha research workflows, including simulation, refe…
N/A N/A
53654
mcpflow
Interacts with Google's Chronicle Security Operations suite for searching secur…
53655
CSOAI-ORG
Ascii Art Ai MCP Server by MEOK AI Labs
N/A N/A
53656
bergside
TypeUI Claim
Design systems, UI prompts, and layout variations for AI coding tools.
53657
lekt9
unbrowse Claim
N/A N/A 95
53658
iFurySt
👾 Open Browser Use – Open-Source Alternative to Codex Browser Use
N/A N/A
53659
georgiisidorov
A Telegram integration for MCP-compatible clients, enabling account, chat, mess…
53660
hoornet
Enables MCP clients to read, search, create, update, and share collaborative do…
53661
Alessandro114
scala-score Claim
MCP server for S.C.A.L.A. Score API — let Claude, ChatGPT, and AI agents search…
N/A N/A
53662
xianian17
ggb Claim
N/A N/A 95
53663
pm990320
Comprehensive MCP server for Google Workspace with 95+ tools to manage Docs, Sh…
N/A N/A
53664
jackyxia918918
DramaCraft Claim
Integrates with Jianying (CapCut) and Chinese LLMs to automate short drama vide…
N/A N/A
53665
Braullynn
Connects AI agents to Modal.com infrastructure, allowing management of deployme…
N/A N/A
53666
igor47
notmuchproxy Claim
Enables LLMs to search and read email from a notmuch archive, providing tools f…
N/A N/A
53667
MadhanMohanReddy2301
Code Box Claim
A self-hosted MCP server providing stateful code execution (Python/JavaScript) …
53668
moonbirdai
Extends Puppeteer to enable digital marketing and SEO analysis, including detec…
N/A N/A
53669
jmbremer
ManyMeet Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
81
53670
hniska
smhi-mcp Claim
MCP server that provides real-time weather data, forecasts, and historical weat…
53671
dmitriiweb
Enables fetching and parsing news articles from URLs, extracting title, text, a…
53672
talkincode
基于FastMCP的HyperLiquid交易MCP服务器,为AI助手提供市价/限价订单、仓位管理、市场数据等工具,支持与HyperLiquid永续合约和现货…
53673
IntelOut
A memory server that manages a knowledge graph with entities and relations, sup…
53674
pipeworx-io
Enables access to the Bhagavad Gita, a Hindu scripture, through natural languag…
53675 N/A N/A 95
53676
Arke-Institute
Enables semantic search across the Arke Institute's extensive archive of NARA r…
81
53677
Enables AI agents to compare AI model pricing plans, run cost scenarios, find b…
N/A N/A
53678
Korfu
Xray MCP Claim
An MCP server that integrates Cursor IDE with Xray Test Management for Jira, en…
53679
InfraMCP
MCP server for Atlassian Cloud (Confluence & Jira) with seamless OAuth 2.0 auth…
53680
DrBaher
One MCP server for the contract-ops suite: all nine local-first CLIs as agent t…
N/A N/A
53681
malkreide
bag-epl-mcp Claim
Enables natural language queries about Swiss mandatory health insurance coverag…
53682
sabatajoxicraft
Automatically injects development framework context and workflows into Claude c…
N/A N/A 95
53683
universal-mcp
Provides a standardized interface for interacting with Perplexity's tools and s…
53684
meetgeekai
Enables AI tools to access and manage MeetGeek meetings, including transcripts,…
53685
liatrio-labs
Bridges AI coding assistants with the OpenTelemetry ecosystem, providing real-t…
53686
joshkaplan-dev
Imessage-MCP Claim
Read-only access to imessage
N/A N/A
53687
Oreo-Tech
oci-mcp Claim
Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools,…
53688
RosenAdvertising
Enables interaction with Rocketmatter legal practice management via natural lan…
N/A N/A
53689
MCPForgeHQ
OpenAPI-to-MCP example server generated with MCPForge. Demonstrates how REST AP…
53690
opspawn
bazaar-mcp Claim
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code…
N/A N/A 83
53691
ober37
Monitor and automate AC Infinity grow controllers through natural conversation …
53692
arman1o1
A Model Context Protocol (MCP) server that exposes tools for exploring and quer…
N/A N/A
53693
Chesterguan
CalledIT Claim
A judgment game played by Humans VS AI bots
53694
avotsai
avots Claim
Image, video, audio, face-swap, talking avatars and chat across 300+ AI models,…
53695
bartonguestier1725-collab
scout-mcp Claim
Multi-source search across code registries (GitHub, npm, PyPI), academic indexe…
81
53696
clauxel
A paid remote MCP for AI SDK data query MCP, built to return verdicts, receipts…
53697
Beta0415
An MCP server that provides comprehensive image conversion and processing tools…
N/A N/A
53698
pipeworx-io
Provides access to the Spoonacular food API for recipes, nutrition, ingredients…
53699
votelai
votel-mcp Claim
An MCP server that lets AI assistants manage and publish websites via Votel, in…
53700
mylxsw
Enables AI assistants to create, read, update, delete, and list memos via the M…
Showing 53651–53700 of 56925 servers