MCP Server Quality Scores

Independent quality analysis of 64210 public MCP servers

64210
Discovered
30392
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60901
diasm3
Enables extracting YouTube video transcripts, comments, and search results via …
60902
Interactive programming teacher using Scrimba's methodology for 10x retention
N/A N/A 81
60903
yaterf
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
60904
mob-dev-org
MCP server for managing OLX.ba / PIK.ba shops, enabling listing management, cat…
N/A N/A
60905
pavellunev99
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
60906
KingDonRush
Local MCP server for agents to search, structure, and export authorized WhatsAp…
60907
bighadj22
Enables searching and displaying high-quality, royalty-free photos from Pexels …
60908
SuppleAardvark
A Model Context Protocol server for exploring and analyzing CSV files, providin…
N/A N/A
60909
mobileappbyharis
Enables AI agents to access paid tools like crypto prices, weather, translation…
N/A N/A
60910
exasol
Provides an LLM access to the Exasol database via MCP tools, enabling reading o…
N/A N/A
60911
david-pivonka
Provides comprehensive access to Google Maps Platform APIs through MCP, enablin…
60912
rodriguez2508
A multi-agent system for code rules management using MCP, supporting search, ge…
N/A N/A
60913
Vignesh-ViggyPiggy
Enables remote log collection from Linux machines via HTTP/HTTPS, allowing clie…
N/A N/A
60914
JustVugg
cli-use Claim
Turn any MCP server into a CLI in one command.
N/A N/A
60915
synapseops
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
60916
Cognitohazard
ltspice-mcp Claim
An MCP server that connects LLM assistants to real circuit simulation: LTspice …
N/A N/A
60917
LeoKuPo
xugu-mcp Claim
A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM…
60918
Joint-Photon-Sciences-Institute
MCP server that wraps xraylarch for X-ray spectroscopy analysis, enabling loadi…
N/A N/A
60919
ksmin23
Provides Vertex AI Search for Commerce product search as a tool, enabling AI ag…
60920
tant
Enables MCP clients to access and manage Microsoft Dynamics 365 Business Centra…
60921
vhspace
GoldenMCP Claim
A Web3 MCP evaluation marketplace enabling standardized Inspect evals with Walr…
60922
benhursenabathi
MCP server that enables AI assistants to access Whoop health data including rec…
N/A N/A
60923
socialworldfirst
MCP server that gives AI agents access to WorldFirst cross-border payment APIs,…
N/A N/A
60924
goww7
ActTrace Claim
MCP server for EU AI Act compliance, providing risk classification of AI featur…
N/A N/A
60925
yesheng-oss
MCP server that connects AI clients to a browser extension for extracting artic…
N/A N/A
60926
basseko
Remote MCP server for Saudi real estate data, giving AI assistants access to 65…
N/A N/A
60927
AbsoluteMode
Provides local, agentic semantic recall over Claude Code session history, enabl…
N/A N/A
60928
marcosfpina
Enables AI assistants like Claude to manage LLM inference by controlling model …
N/A N/A
60929
skyvanguard
mcp-vanguard Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
N/A N/A
60930
fastmcp-me
Connects AI agents and MCP clients to Keboola, enabling storage queries, SQL tr…
60931
liweipeng11
An MCP server that exposes an OpenAPI interface matching tool via Streamable HT…
60932
dcpurnell
Enables AI assistants to manage Microsoft 365 and Outlook calendars through the…
81
60933
Subrat2018
Read-only MCP server for complete, reconciled reporting from live Zendesk data,…
60934
hamster-blip
Enables AI assistants to access and analyze Oura Ring health data including sle…
81
60935
SleepingTalent
Provides XGBoost-based directional predictions (UP/DOWN) for EURUSD and GBPUSD …
60936
Sdunga1
Enables interaction with Siemens Polarion requirements management system throug…
81
60937
gustavolira
Shared team memory for AI coding agents with Bayesian confidence scoring and te…
N/A N/A
60938
lordraw77
zabbix-mcp Claim
Exposes Zabbix monitoring capabilities as callable tools for AI agents and MCP-…
60939
GreenSheep01201
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
81
60940
Elzehorn
MCP server for VkusVill grocery store, enabling product search, details retriev…
60941
Magnolia-Tech-Services-LLC
Provides comprehensive access to the ResourceSpace Digital Asset Management API…
60942
directory Claim 1
Search a directory of SOC 2 audit and compliance firms; read GRC migration guid…
67
60943
Live x402 endpoint trust/diligence check before you pay it. $0.02/call via x402.
60944
lordbasilaiassistant-sudo
MCP server for AI agents to create and manage P2P escrow deals on Base (ETH or …
60945
yangsijie666
Enables AI assistants to search and collect data from Xiaohongshu/REDnote, incl…
60946
gaoharimran29-glitch
Cybersecurity reconnaissance server for Claude. WHOIS lookup, DNS enumeration w…
N/A N/A
60947
SaadBenth7o
Enables flight search and date parsing using Amadeus API and Google Gemini, wit…
N/A N/A
60948
Fuzzy entity resolution and dedupe for names, addresses, and company records. $…
60949
petrijr
openscad-mcp Claim
Exposes OpenSCAD CLI as MCP tools for validating, rendering, and exporting para…
N/A N/A
60950
hts-classify Claim
Classifies products into HS/HTS customs codes for import/export workflows. $0.0…
Showing 60901–60950 of 64210 servers