MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35651
burakaydinofficial
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
N/A N/A
35652
OxSci-AI
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
81
35653
cahaseler
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
35654
Corlzee
Streamlined MCP server with 8 essential tools for file operations, code editing…
N/A N/A
35655
sid12super
A multi-agent research system that decomposes complex queries into targeted sub…
N/A N/A
35656
eunseopsong
nrs_llm Claim
An MCP server for ROS 2 environments that connects via rosbridge WebSocket, ena…
N/A N/A
35657
iuk-ink
Provides Binance futures market data, trading capabilities, and technical indic…
35658
tiandashu
MCP server for YApi integration that generates TypeScript types, mock data, and…
N/A N/A
35659
BACH-AI-Tools
Extracts captions, metadata, and descriptions from YouTube videos to enable AI …
N/A N/A
35660
myselfshravan
klydo-mcp Claim
Fashion discovery MCP server for Indian Gen Z that enables AI assistants to sea…
35661
opspawn
bazaar-mcp Claim
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code…
N/A N/A 83
35662
gesslar
Enables AI assistants to understand and query LPC codebases through natural lan…
N/A N/A
35663
Lightning-Products
, Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
N/A N/A 95
35664
CSOAI-ORG
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
N/A N/A
35665
6551-Team
OKX Agent Trade Kit: MCP server and CLI to connect AI assistants (Claude, Curso…
N/A N/A
35666
ArmandAguilar
mcp-dropbox Claim
MCP server that enables agents to save documents to Dropbox, offering tools for…
35667
cloud9
MCP server for HubSpot CRM API integration. 14 tools for managing contacts, c…
N/A N/A 95
35668
KDF25
Enables AI agents to analyze and scaffold React/Next.js applications enforcing …
35669
vaibhavkkk
A Model Context Protocol server for AI persona management with JIRA integration…
N/A N/A
35670
Augmented-Nature
Provides access to the ClinicalTrials.gov API, enabling search, analysis, and r…
35671
groovyBugify
MCP Server Claim
A region-independent backend service for AWS operations with credential validat…
35672
Pigowenhsiao
Wraps OpenAI Codex CLI as an MCP server, exposing 8 Codex tools (exec, review, …
N/A N/A
35673
traffiy
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
35674
epistemedeus
SkillGuard Claim
Enables scanning of Claude Code skills, plugins, or MCP servers for malware bef…
N/A N/A
35675
SfdcAnnu
Enables reading, sending, and managing Microsoft 365/Outlook emails through MCP…
35676
vijayaselvam
A multimodal meal planning agent that uses Gemini Vision to analyze fridge phot…
N/A N/A
35677
adamcfield
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
35678
NigelVanHattum
mealie-mcp Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
81
35679
Trashwbin
Provide a simple notes system with capabilities to create, list, and summarize …
N/A N/A 95
35680
irahulstomar
brain-mcp Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
N/A N/A
35681
sevenseconds
VibeScout Claim
Enables semantic code search and AI-powered chat for local codebases, with supp…
35682
xiaobenyang-com
osrs-stat Claim
Track any player's skills, activities, and boss kills. Explore leaderboards for…
N/A N/A 95
35683
YBMecho
FastMCP-based tool for extracting UI component code from Uiverse.io, supporting…
N/A N/A
35684
celo-org
This MCP server provides access to Composer Kit React component documentation, …
35685
Blekline
Provides AI ingress governance by masking prompts, classifying risk, and enforc…
35686
orbiads
Orbiads Claim
# OrbiAds — Google Ad Manager MCP Server …
81
35687
pipeworx-io
Keyless directory of 2,500+ public APIs and their OpenAPI specs, enabling AI ag…
35688
OptimNow
Turn Claude into your AWS tagging compliance assistant — ask in plain English, …
N/A N/A
35689
aviralkaushik412
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
N/A N/A
35690
MikeyBeez
MCP server for Kaggle API integration that allows creating, running, and managi…
35691
noahmott
Provides comprehensive World of Warcraft guild analytics, player character anal…
81
35692
ndl-systems
Kevros Claim
Runtime intelligence for autonomous AI agents. Kevros verifies every agent acti…
81
35693
null-create
Enables AI agents to fetch, clean, and extract readable content from web pages,…
35694
lukegohwb-ctrl
Provides live US stock quotes and historical price data via MCP tools.
35695
HoareLea
revit-mcp Claim
Enables AI to interact with Revit via MCP, allowing data retrieval and element …
N/A N/A
35696
CSOAI-ORG
Agent Commerce Protocol MCP — bridges Stripe ACP + Google AP2 + Coinbase x402 f…
35697
Michael-Obele
DocShark Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
N/A N/A
35698
samueljayasingh
Stitch-MCP Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
35699
sidhunt
Wraps three deterministic audit scripts (funnel, accessibility, LLM visibility)…
N/A N/A
35700
HeXis-YS
A remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to…
Showing 35651–35700 of 66549 servers
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