MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29743
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16651
annamariakv
Mcp-ZepAi Server Claim 1 2
An MCP server that integrates the ZepAi module to provide long-term memory and …
F 25 55 65 71 26 80 96
16652
KunihiroS
PatSnap MCP Server Claim 1
Enables collection of patent-related information from PatSnap's API for trend a…
F 25 55 86 100 30 80 78
16653
Tzott
Apifox MCP Server Claim 1 2
This server acts as a Message Communication Protocol (MCP) service for integrat…
F 25 55 48 67 17 78 79
16654
skedgo
tripgo-mcp-server Claim 1
Provides tools from the TripGo API for multi-modal trip planning, transport loc…
F 25 66 86 71 100 38 78 84
16655
bishnubista
A deliberately insecure note management server designed to test security scanne…
F 25 54 90 42 N/A 29 75 96
16656
plainsignal
Provides tools for retrieving analytics reports and metrics from PlainSignal th…
F 25 55 80 73 54 78 83
16657
day50-dev
InfiniteMCP Claim 2
A meta-MCP server that acts as a universal gateway, allowing users to discover …
F 25 54 92 38 N/A 25 84 89
16658
tmdaidevs
Provides live optimization analysis and health checks for Microsoft Fabric item…
F 25 55 78 71 36 76 96
16659
apireno
DOMShell Claim 1
Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool…
F 25 54 84 46 N/A 65 88 88
16660
zhangning77-tech
Xray MCP Server Claim 1
Enables vulnerability scanning of web applications using the xray security scan…
F 25 55 72 20 16 69 90
16661
andreagroferreira
InvoiceExpress MCP Claim 1 2
Provides complete Portuguese invoice management with 60+ specialized tools incl…
F 25 55 42 46 44 80 93
16662
jacklandis29
CodeChecker MCP Claim 2 4
A code review tool for Cursor IDE that uses OpenAI's GPT models to provide inte…
F 25 55 86 53 13 76 92
16663
kiwamizamurai
mcp-kibela-server Claim 1 2
📇 ☁️ Powerfully interact with Kibela API.
F 25 54 84 65 N/A 63 89 96
16664
PSPDFKit
nutrient-dws-mcp-server Claim 1 2
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OC…
F 25 55 69 68 64 76 88
16665
romainsantoli-web
Memory OS AI Claim 1 2
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project li…
F 25 54 84 71 N/A 72 90 93
16666
ArcadeAI
arcade-mcp Claim 1
MCP Server Framework and Tool Development library for building custom capabilit…
F 25 54 76 58 N/A 83 87 95
16667
henghonglee
MCP Secrets Claim 2 3
A secure secrets management server that enables LLMs to execute CLI commands us…
F 25 54 90 71 N/A 30 89 92
16668
SmoothSend
SmoothSend MCP Server Claim 1
Enables AI assistants to help developers integrate gasless transactions on the …
F 25 55 84 67 30 82 97
16669
jkawamoto
mcp-bear Claim 1 2
A MCP server for interacting with Bear note-taking software.
F 25 54 57 68 N/A 80 77 99
16670
cyanheads
mentor-mcp-server Claim 1 2
A Model Context Protocol server providing LLM Agents a second opinion via AI-po…
F 25 54 81 71 N/A 49 89 91
16671
dcostenco
Prism MCP Claim 1
The Mind Palace for AI Agents - local-first MCP server with persistent memory, …
F 25 55 100 0 N/A 52 68 93
16672
mgantlett
Sophia Labs Claim 1
Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-c…
F 25 66 94 86 95 43 80 99
16673
scorecard-ai
mcp Claim 1
MCP server providing access to the Scorecard API to evaluate and optimize LLM s…
F 25 66 96 65 0 85 68 93
16674
GongRzhe
Provides image generation capabilities for Claude using the Replicate Flux mode…
F 25 55 96 70 46 80 96
16675
YiyangLi
Twilio MCP Server Claim 2 4
A Model Context Protocol server that enables Claude and other AI assistants to …
F 25 55 51 61 40 74 100
16676
RhysSullivan
A Model Context Protocol server that allows AI models to log and retrieve conta…
F 25 55 41 73 18 76 81
16677
Mattbusel
The first financial intelligence MCP server. Live AI-scored trading signals fro…
F 25 66 94 43 0 35 77 95
16678
gellasangameshgupta
Enables Claude Desktop to interact with Salesforce for order management, includ…
F 25 55 78 62 43 80 100
16679
a1245582339
figma-designer Claim 1
Give AI agents full read & write access to Figma — 50+ tools for design automat…
F 25 54 84 33 N/A 59 80 94
16680
helius-labs
Helius MCP Claim 2 3
MCP server for Helius — Solana blockchain data access for AI assistants, provid…
F 25 55 71 0 43 70 95
16681
zw008
VMware-Storage Claim 1
VMware vSphere storage management — datastores (NFS/VMFS), iSCSI software adapt…
F 25 54 70 0 67 89 99
16682
sionic-ai
Storm MCP Server Claim 1 3
An open protocol server that implements Anthropic's Model Context Protocol to e…
F 25 55 72 67 22 76 53
16683
yosider
cosense-mcp-server Claim 1
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
F 25 55 74 68 57 80 98
16684
xiaotonng
lc2mcp Claim 1
Convert LangChain tools to FastMCP tools
F 25 54 86 70 N/A 63 89 90
16685
Bortlesboat
Bitcoin MCP Claim 1 2
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero conf…
F 25 66 90 46 0 72 70 94
16686
The-Nexus-Guard
aip-identity Claim 1 2
MCP server for AI agent identity — verify agents with Ed25519 signatures, check…
F 25 55 51 0 46 76 99
16687
Traia-IO
Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API throug…
F 25 55 72 0 27 76 96
16688
signbee
signbee-mcp Claim 1
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
F 25 55 66 70 37 78 91
16689
DynamicEndpoints
An MCP server that automates the backup of Cloudflare projects to a GitHub repo…
F 25 55 69 63 25 76 98
16690
chrishayuk
MCP Code Sandbox Server Claim 2 3
An extensible Message Communication Protocol server that provides secure code e…
F 25 66 66 51 0 24 74 93
16691
standup-coder
A smart commute assistant that monitors travel routes via the Amap API and send…
F 25 55 72 36 53 76 79
16692
ankur-1garg
Repo Analyzer MCP Server Claim 1 2
An MCP server that analyzes Git repositories and provides Dockerfile creation g…
F 25 54 45 38 N/A 18 89 88
16693
Kevin4562
mcp-qemu-lab Claim 1 2
A Model Context Protocol server for conducting Linux binary analysis and guest …
F 25 54 45 58 N/A 30 88 90
16694
vectorize-io
vectorize-mcp-server Claim 1
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private De…
F 25 55 86 63 67 76 91
16695
Koveh
Enables AI agents to interact with Jira Cloud through the REST API, supporting …
F 25 66 90 43 0 25 76 100
16696
ampcome-mcps
Outlook MCP Server Claim 1 2
Provides comprehensive integration with Microsoft Outlook for managing emails, …
F 25 55 78 74 23 82 48
16697
ja2z
Sigma MCP Server Claim 2
Enables users to interact with the Sigma Computing API to analyze documents and…
F 25 55 78 68 29 74 95
16698
xiaobenyang-com
Hot-News Claim 2
One-stop aggregation service of hot trends across the entire network based on t…
F 25 55 72 67 N/A 50 74 12
16699
apollographql
GraphOS MCP Tools Claim 1 2
Search Apollo docs, specs, and best practices
F 25 54 56 43 92 92 41
16700
redleaves
context-keeper Claim 2
LLM-driven context and memory management with wide-recall + precise-reranking R…
F 25 55 88 40 57 77 87
Showing 16651–16700 of 50330 servers
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