MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29901
sbs1003
sbs_mcp_1010 Claim
N/A N/A 95
29902 N/A N/A 95
29903
Nealmalhotra
Query people and interaction transcripts from your PostgreSQL database. Quickly…
N/A N/A 95
29904
UnifiedOffer
AI-powered e-commerce product search, affiliate links, and price negotiation
N/A N/A 95
29905
owenjeon
test Claim
N/A N/A 95
29906 N/A N/A 95
29907
teamsincetoday
Extract product mentions from podcast transcripts with affiliate signals. Free …
N/A N/A 75
29908
Replicant-Partners
Enables AI-powered web data extraction and research through Firecrawl's Agent A…
81
29909
MoshPitLabs
Enables AI models to send plain text messages, formatted release announcements,…
81
29910
pedromcunha
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
81
29911 N/A N/A 95
29912
InfoseekAI
Find the lowest direct and 3P price for your hotel.
81
29913
dravidsajinraj-iex
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
N/A N/A 95
29914
Behavioral health statistics from SAMHSA surveys including NSDUH
67
29915
Find substance abuse and mental health treatment facilities
67
29916
wspotter
Enables semantic search across multiple knowledge datasets using FAISS vector e…
N/A N/A 95
29917 N/A N/A 95
29918
yaat2000
asdfagwg Claim
N/A N/A 95
29919
cryptosquanch
legends-mcp Claim
Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve J…
N/A N/A 95
29920
Hyg900928
An MCP server for weather information.
N/A N/A 95
29921
kooetimu1999
fdd Claim
N/A N/A 95
29922
denio
test Claim
N/A N/A 95
29923
fildb
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
81
29924
theYahia
MCP server for Yandex.Direct API — campaigns, ads, statistics, keywords. Bearer…
N/A N/A
29925
kongyo2
Provides comprehensive development tools for FastMCP projects including documen…
81
29926 N/A N/A 95
29927
paychex
FastMCP server for Tavily search API with web search and content extraction
N/A N/A 95
29928
AIBOLLINGMO
eustore Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
N/A N/A
29929
Kalypsokichu-code
Enables the generation, management, and validation of Apple Shortcuts (.shortcu…
81
29930
NyxToolsDev
Connect Claude to Calendly — schedule meetings, check availability, manage even…
N/A N/A
29931
baiyajin
Enables AI-assisted reverse engineering and debugging through x64dbg integratio…
N/A N/A 95
29932
brukhabtu
A Model Context Protocol server that enables AI assistants to interact with Dat…
81
29933
ragalgo
mcp-server Claim
Access scored end-of-day insights for Korean stocks and crypto to make clear, r…
N/A N/A 95
29934
TedTschopp
A deployable MCP server for Cloudflare Workers or Azure Functions that provides…
81
29935
Auxin-io
NYC Friend Claim
Get candid, local answers from a New Yorker. Ask about neighborhoods, transit, …
N/A N/A 95
29936
virtuowhizsalesforce-tech
A FastAPI-based MCP server designed for Salesforce Agentforce Registry integrat…
29937
mila-gg
Mila Claim
Create and manage documents, spreadsheets, and presentations from your AI assis…
29938
Steam concurrent players by game over time, monthly trends and growth. Free key…
67
29939
usepopup
Read-only MCP server for PopUp — search vendors, manage events, and track appli…
N/A N/A 83
29940
swesmith-repos
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
N/A N/A 95
29941
theYahia
MCP server for Yandex.Webmaster API — hosts, search queries, indexing status. B…
N/A N/A
29942
cloudflare-mcp-apps
A skeleton template for building MCP servers with SEP-1865 interactive widget s…
81
29943
InquiryInstitute
imscc-mcp Claim
An MCP server that enables the creation of Canvas Common Cartridge (.imscc) pac…
N/A N/A
29944
jowpereira
MCP Gateway Claim
A secure bridge that allows Large Language Models (LLMs) to interact with corpo…
81
29945
JessiP23
Enables weather data retrieval and analysis through an MCP server interface wit…
N/A N/A 95
29946
PDF Kit Claim 1
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
N/A N/A 81
29947
stevenayl
An MCP server that integrates with Missive App allowing users to create, manage…
N/A N/A 95
29948
aidb Claim 1
Debug any supported language with breakpoints, variable/state inspection, and s…
N/A N/A 81
29949
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
29950
privateyou.app
n4u Claim
N/A N/A 95
Showing 29901–29950 of 30006 servers