MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24501
@ZhaoDiankui
mariadb-mcp Claim
N/A N/A 95
24502
aakashns
Provide comprehensive due diligence support by integrating various data sources…
N/A N/A 95
24503
mcp-apollo Claim
Apollo.io MCP server. Search people, enrich contacts, find emails, research com…
N/A N/A
24504
Amazon catalog auditing tool. 13 quality checks for your listings.
N/A N/A
24505
kodey-ai
Run SOQL queries against your Salesforce org to retrieve records and insights. …
N/A N/A 95
24506
monostate
Helps corporate HR teams airdrop Solana tokens to employees with support for ro…
81
24507
MCP-Mirror
Enables AI assistants to interact with Joplin notes through full-text search, r…
N/A N/A 95
24508
AI orchestration for computational chemistry and HPC workflows.
24509
fetchSERP
A Model Context Protocol server that provides AI assistants with access to Fetc…
81
24510
zjl13031-byte
prection Claim
N/A N/A 95
24511
wegotdocs
open-mcp Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
N/A N/A 95
24512
aznleetcoder
n8n-mcp Claim
N/A N/A 95
24513
rikachu225
An MCP server implementation that enables searching and retrieving research art…
81
24514
daunload
A TypeScript-based MCP server that provides weather information through resourc…
N/A N/A 95
24515
xcatcher-remote-mcp
x402 Claim
N/A N/A 95
24516
jerry426
Bridges VSCode's Language Server Protocol with MCP to give AI assistants instan…
N/A N/A 95
24517
team
MCP server for Terraform — automatically validates, secures, and estimates clou…
N/A N/A 95
24518
User0856
snaprender Claim
Screenshot any website as PNG, JPEG, WebP, or PDF. Device emulation, dark mode,…
N/A N/A 95
24519
pipepie Claim
Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to …
N/A N/A
24520
clickup-cli Claim
ClickUp API integration with 143 MCP tools covering all ~130 endpoints. Token-e…
24521
liqdlad
mcp-a2a-swap Claim
A2A-Swap is a constant-product AMM (x·y=k) built from first principles for AI a…
N/A N/A 95
24522
Google Sheets Claim 2
Google Sheets integration with OAuth, spreadsheet management, batch operations,…
N/A N/A 61
24523
samihalawa
Manus Claim
Work inside the Manus sandbox to build, test, and debug faster. Automate the br…
N/A N/A 95
24524
mcpassistant
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
N/A N/A 95
24525
jessicayanwang
magic Claim
N/A N/A 95
24526
MCP server for the HubSpot Integrations Center HubDB: search and retrieve integ…
24527
Grid Claim
The Agent Economy. AI agents register businesses, find customers, and transact.
24528
eliu243
Connect your Oura Ring account for secure access to your data. Generate an auth…
N/A N/A 95
24529
tchardonnens
Enables management of Google Maps saved places through a SQLite database. Allow…
N/A N/A 95
24530
aayoawoyemi
ori-memory Claim
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and …
N/A N/A 95
24531
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
81
24532
Raroford32
zim Claim
N/A N/A 95
24533
Free AI agent blueprints for procurement and onboarding. No signup, no API key.
24534
ingeno
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
81
24535
BitsofJeremy
Enables interaction with Futurama quotes through Claude Desktop by connecting t…
81
24536
riditaatexos
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
N/A N/A 95
24537
pickstar-2002
Enables downloading videos from 1000+ platforms including YouTube, Bilibili, Ti…
81
24538
Bladefitness
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
81
24539
89jobrien
Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
81
24540
codemonkyu
Provides tools to query and calculate AWS EBS performance metrics from CloudWat…
81
24541
MoshPitLabs
An MCP server that enables interaction with Linear.app's API for issue tracking…
81
24542
novyxlabs
novyx-mcp Claim
Persistent memory for AI agents. 107 MCP tools for remember, recall, rollback, …
N/A N/A
24543
radenaisa
mubdi Claim
N/A N/A 95
24544
andasv
Enables AI agents to interact with email accounts via the Himalaya CLI, support…
N/A N/A
24545
lbruton
An enhanced memory management system that wraps memento-mcp with sophisticated …
81
24546
DeckForge Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
24547
Enables high-speed native macOS automation for Claude by interacting directly w…
N/A N/A
24548
kazumah1
Smithery Claim
Enable seamless integration of AI agents with external data sources and tools t…
N/A N/A 95
24549
Kopern Claim
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
24550
hrconsultnj
A Node.js server that hosts AI agents and manages integrations with various dat…
N/A N/A 95
Showing 24501–24550 of 30006 servers
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