MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38051
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
81
38052
RobertAlsop
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
N/A N/A 83
38053
jerry426
Bridges VSCode's Language Server Protocol with MCP to give AI assistants instan…
N/A N/A 95
38054
samcolon
Enables natural-language management of Kubernetes clusters via kubectl-ai and G…
38055
sarathsp06
sourcesage Claim
SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes…
N/A N/A 95
38056
katomato
Time-MCP Claim
{ "mcpServers": { "simple-time-mcp": { "command": "touch", "a…
N/A N/A 95
38057
standbyme626
Turn your Chrome browser into your intelligent assistant - Let AI take control …
N/A N/A
38058
AishwaryShrivastav
Code-aware browser testing agent — 13 Playwright tools for AI code editors via …
N/A N/A
38059
alegerber
Enables AI assistants to perform professional-grade chess analysis using Stockf…
N/A N/A
38060
jordnlvr
Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
N/A N/A 95
38061
david-choi-querypie
Say Hello Claim
Greet people by name with a friendly, personalized message. Make interactions w…
N/A N/A 95
38062
Syntria-ai
A sovereign, six-layer permanent memory system that provides users with a struc…
81
38063
pathennessy
socrata-mcp Claim
An MCP server that provides tools to search, query, and aggregate data from any…
38064
lukisch
n8n Manager MCP Claim 1
MCP server for n8n workflow management -- view, create, sync and manage workflo…
N/A N/A 95
38065
bbb-build
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
N/A N/A
38066
BrightSiteHQ
BrightSite Claim
Manage BrightSite websites: pages, blog posts, components, forms, media, and an…
38067
NOTTIBOY137
Demo: Server update hijack PoC (clean copy for video)
N/A N/A 95
38068 N/A N/A 95
38069
hahongchul
mcp-server Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
N/A N/A 95
38070
As-The-Geek-Learns
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
N/A N/A 83
38071
AiAgentKarl
MCP Server for AI agent identity and authorization. Create, verify, and manage …
N/A N/A
38072
philglazer
Enables searching and discovering machine learning papers, state-of-the-art ben…
81
38073
enescinar
Twitter Server Claim 1
A Model Context Protocol server that allows interaction with Twitter, enabling …
N/A N/A 95
38074 N/A N/A 95
38075
opencolin
An MCP server enabling AI agents to interact with the 0G blockchain, including …
38076
lanchuske
local-mcp Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
95
38077
eugeneoh04
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
38078
Aditya-Khadye
Enables analysis of clinical trial protocols using MCP tools for document listi…
N/A N/A
38079
syndicate-links
Attribution and commission infrastructure for AI agents. Track conversions, ver…
81
38080
plasmate-labs
Plasmate Claim
Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
N/A N/A
38081
yujiterada
Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless i…
38082
0xIntuition
An HTTP stream server for interacting with the Intuition knowledge graph, enabl…
38083
longportapp
openapi Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
N/A N/A 95
38084
niusulong
Enables AI assistants to interact with physical serial port devices across plat…
N/A N/A 95
38085
josephibra
Security firewall for AI agents — scans MCP calls for injection, secrets, and r…
38086
tradallo
reputation Claim
Query cryptographically-verified trading reputations (humans + AI agents). ed25…
38087
iflorit
woffu-mcp Claim
Enables clocking in/out, viewing work status, and managing time entries on Woff…
38088
enwaiax
Shuttle Claim
Enables AI assistants to securely execute SSH commands on remote servers with c…
38089
brianveltman
A Model Context Protocol (MCP) server for Sonatype Nexus Repository Manager tha…
38090
agentbuilders
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on on…
N/A N/A 95
38091
matiasnjacob
github-mcp Claim
Local MCP server for safe GitHub developer workflows. Enables pulling main, cre…
N/A N/A
38092
szypetike
Provides current weather information for cities worldwide, with optional OpenWe…
38093
ygtalp
rawthink Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
N/A N/A
38094
sweetrb
This MCP server allows AI assistants to read, send, search, and manage emails i…
N/A N/A
38095
ThomasJanssen-tech
MCP_Server Claim
Enables querying Crunchbase company data through Claude Desktop using natural l…
38096
WenyuChiou
research-hub Claim
Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, ve…
N/A N/A
38097
cuongpo
Enables seamless interaction with the Hyperion blockchain, including wallet man…
81
38098
perrynet
Enables AI assistants to interact with Salesforce organizations through project…
N/A N/A
38099
a2cr
A2CR Claim
Save WorkBaton checkpoints and WorkStash notes for AI agent handoffs.
N/A N/A
38100
suprdeck-ai
Suprdeck Claim
Fundraising intelligence MCP server for pre-seed to Series A founders. Replaces…
81
Showing 38051–38100 of 41157 servers
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