MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29569
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47001
buildbetter-app
BuildBetter Claim
AI for product teams. Connect all your company and customer knowledge to all of…
81
47002
yurthankiyak
Provide tailored advice and recommendations through a simple API interface. Ena…
N/A N/A 95
47003
queenamara
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
81
47004
capitansuat
Minimal MCP server for searching eBay listings via the Browse API, enabling key…
47005
esoiman
bizgpt Claim
N/A N/A 95
47006
bterlson
Enables building MCP servers using TypeSpec, with tools for learning, scaffoldi…
N/A N/A
47007
rishabhg
growwmcp Claim
N/A N/A 95
47008
NasAndNora
First HTTP-native MCP server for Obsidian that solves stdio transport bugs, ena…
N/A N/A
47009
tamimbinhakim
ctxpeek Claim
MCP server that fetches documentation from public git repositories at specific …
N/A N/A
47010
javerthl
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
81
47011
mcp-server Claim 1
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity …
N/A N/A 69
47012
pipeworx-io
Brave Search Claim
Brave Search MCP — independent web index (no Google/Bing dependency)
47013
Gravicity
Enables seamless integration with Fal.ai's 600+ image generation models includi…
81
47014
CSOAI-ORG
resume-parser-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47015
CSOAI-ORG
accessibility-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47016
christian-beep383
CarryFeed Claim
Resolve public X/Twitter profiles, posts, and media through CarryFeed.
N/A N/A
47017
thedavidquan01
Searches and analyzes competitor ads and content across Meta, Google, Instagram…
47018
i-dream-of-ai
Enables sending emails through AWS Simple Email Service with support for single…
81
47019
Osyanne
osu! MCP Claim
MCP server exposing the osu! API v2: player stats, scores, beatmap search, rank…
N/A N/A
47020
lazymac2x
ai-eval Claim
Cloudflare Workers MCP server: ai-eval
47021
tevinric
Implements a Model Context Protocol server that enables streaming communication…
N/A N/A 95
47022
buildingjoshbetter
TrueMemory Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
N/A N/A
47023
bjh5098
vibe-mcp-03 Claim
N/A N/A 95
47024
compute-finance
Live AI compute pricing oracle — real-time LLM model prices across providers
N/A N/A
47025
zhaoran025
SmartDB MCP Claim
智能数据库查询 MCP 服务,支持在 AI 编程工具中用自然语言查询数据库。
N/A N/A
47026
aspose-cells-cloud
Automates Microsoft Excel spreadsheet creation and editing via MCP tools for an…
47027
quadratik
Quadratik.AI Claim
The B2B data architecture for high‑growth teams. Leverage 100B+ validated globa…
81
47028
jackmmaher
UKDataAPI Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
81
47029
geraservicesuk
mcp-gerasure Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
N/A N/A 95
47030
xdfzx711
Provides multilingual text translation capabilities using Baidu Translate API w…
81
47031
seanshin0214
AI-powered quantitative research assistant with 45 tools for causal inference m…
N/A N/A 95
47032
medieage
Query MCP Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
N/A N/A 95
47033
juergenkoller-software
nemeton-mcp Claim
MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) …
N/A N/A
47034 N/A N/A 95
47035
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
47036
axel-belfort
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
81
47037
ChangooLee
MCP OpenDART Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
81
47038
jyotsnaagrawal-sys
Access CenterPoint Connect to manage property, construction, and service operat…
N/A N/A 95
47039
RyanByrne
Run UX research from Claude — create card sort studies, list studies, pull head…
47040
CSOAI-ORG
currency-converter-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47041
Hafeok
product-cli Claim
Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-disco…
N/A N/A
47042
ronier83
Enables secure management of CTERA Portal file systems and administration throu…
81
47043
SEKeener
airtreks-mcp Claim
Multi-city flight routing intelligence — plan RTW trips, validate alliances, ge…
N/A N/A
47044
cyanheads
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country p…
47045
yangxinagfeng123
sfc-data-mcp Claim
MCP server that wraps SFC financial data API into 32 tools for comprehensive A-…
47046
Knightwxch
Enables Cursor to access Figma design data via MCP, allowing it to fetch simpli…
47047
CSOAI-ORG
Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log w…
N/A N/A
47048
nico4348
A dual-protocol MCP server that supports both modern Streamable HTTP and legacy…
N/A N/A 95
47049
DeDuckProject
Estimates physical quantum resources (qubit count, runtime) for quantum algorit…
47050
arunveersingh
MCP server that gives AI agents deep code understanding across multiple git rep…
N/A N/A
Showing 47001–47050 of 47066 servers