MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29747
Scored
2112
Verified
16952
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16151
SomeiLam
NewsDigest MCP Claim 1
A TypeScript-based Model Context Protocol server that fetches, searches, and fo…
F 25 55 60 57 30 76 69
16152
algolia
mcp-node Claim 1
MCP server for interacting with Algolia
F 25 55 92 71 N/A 70 77 96
16153
moongzee
Monitors product prices by comparing database reference prices with real-time G…
F 25 55 60 33 23 76 78
16154
Cylera
cylera-mcp-server Claim 1
Brings context about device inventory, threats, risks and utilization powered b…
F 25 55 72 32 66 83 93
16155
samouh-waleed
prompyai Claim 2
Scores your prompts against your real codebase — context-aware prompt intellige…
F 25 54 84 61 N/A 53 83 93
16156
bajpainaman
Brings git-delta's beautiful syntax highlighting and diff formatting to AI assi…
F 25 54 52 38 N/A 49 90 88
16157
amarisaster
Enables remote control of Lovense toys through Claude using natural language co…
F 25 66 56 72 0 36 80 100
16158
humanjesse
Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fo…
F 25 66 84 75 0 48 82 99
16159
AIDC-AI
Pixelle-MCP Claim 1
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP…
F 25 54 90 38 N/A 57 89 97
16160
calumjs
TimePRO MCP Server Claim 1 3
An MCP server that wraps the TimePRO API, enabling AI assistants to automatical…
F 25 55 75 68 30 80 93
16161
mkbhardwas12
mcp-bridgekit Claim 2 3
Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survi…
F 25 54 66 68 N/A 78 90 58
16162
spie-mkroehn
Baby-SkyNet Claim 1 4
Provides Claude AI with persistent, searchable memory management across session…
F 25 55 94 75 27 77 43
16163
CCCpan
An MCP server that provides comprehensive data verification in China, including…
F 25 54 60 60 66 90 99
16164
anotherik
GoThreatScope Claim 1
Go-based SBOM, vulnerability, and secret scanner with MCP support.
F 25 54 90 56 N/A 68 92 92
16165
ekkyarmandi
ticktick-mcp Claim 1 2
[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's AP…
F 25 55 62 30 45 76 95
16166
zhangzhongnan928
A secure system enabling AI assistants to interact with blockchain data and pre…
F 25 55 66 71 39 80 97
16167
cromwellian
A LangChain-based server that supports dynamic loading of OpenAPI specification…
F 25 55 96 41 37 71 98
16168
cablate
Gmail MCP Server Claim 1 3
Provides comprehensive Gmail integration with LLM processing capabilities, allo…
F 25 55 90 100 37 78 37
16169
zhangzhongnan928
MCP EVM Signer Claim 1 3
A server that securely manages Ethereum private keys locally and enables Claude…
F 25 55 66 61 21 74 98
16170
jorgenclaw
nostr-mcp-server Claim 1
Lightning-paid Nostr signing MCP server. AI agents pay sats per call to sign an…
F 25 66 96 80 94 69 76 92
16171
jxnl
A Python server that enables interaction with macOS native applications (Contac…
F 25 54 54 53 N/A 19 88 99
16172
ebaenamar
Connects LLMs to Wikidata's structured knowledge base using a hybrid architectu…
F 25 66 60 27 0 26 74 92
16173
w-jeon
Google Drive MCP Server Claim 2 4
Integrates with Google Drive to enable listing, reading, and searching over fil…
F 25 55 78 60 18 78 100
16174
Kiennh
A Node.js proxy that enables communication between stdio-based clients and HTTP…
F 25 55 86 73 35 80 96
16175
appian-design
Provides access to Appian's Aurora design system documentation via GitHub, enab…
F 25 55 76 68 46 77 97
16176
gorosun
unified-diff-mcp Claim 1 2
Generate and visualize unified diff comparisons with beautiful HTML/PNG output,…
F 25 54 78 63 N/A 36 89 92
16177
arpe-io
fastbcp-mcp Claim 1 4
MCP server for FastBCP — high-performance parallel database export to files and…
F 25 55 77 74 N/A 71 87 59
16178
lwanger
Insperity MCP Server Claim 1
Enables interaction with Insperity's REST API to access employee data, includin…
F 25 55 52 38 31 80 94
16179
nirholas
universal-crypto-mcp Claim 1
Universal MCP server for AI agents to interact with any* blockchain via natural…
F 25 54 96 42 N/A 76 87 90
16180
finite-sample
Provides econometric modeling capabilities through R, enabling AI assistants to…
F 25 55 78 68 70 78 89
16181
agentward-ai
agentward Claim 1 2
Permission control plane for AI agents. MCP proxy that enforces least-privilege…
F 25 55 90 43 N/A 66 76 94
16182
weyseing
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
F 25 55 72 68 24 80 100
16183
keepgoing-dev
mcp-server Claim 1
Project memory for AI coding sessions. Auto-captures checkpoints on git commits…
F 25 54 60 65 N/A 70 92 99
16184
fernandezpablo85
IOL MCP Tool Claim 1 2
An MCP server that enables interaction with the Invertir Online (IOL) trading A…
F 25 54 41 18 N/A 41 87 99
16185
hellocoop
Enables AI assistants to create and manage Hellō applications with full develop…
F 25 66 92 86 100 59 82 89
16186
blackwhite084
An MCP python server using Playwright for browser automation,more suitable for …
F 25 54 78 50 N/A 44 87 96
16187
nitrocloudofficial
nitrostack Claim 1
The full-stack TypeScript framework to build, test, and deploy production-ready…
F 25 54 84 71 N/A 47 92 97
16188
Taki-Ta
MongoDB MCP Server Claim 1
Enables interaction with MongoDB databases through MCP protocol. Provides conta…
F 25 55 84 40 53 78 95
16189
Tasfiul-Hedayet
mcp-checker Claim 2 3
F 25 54 30 25 N/A 22 77 82
16190
cti1650
ovice MCP Server Claim 1 2
Integrates with the ovice Public API to manage virtual office workspaces, group…
F 25 55 48 100 28 81 19
16191
AIM-Intelligence
AIM Guard Claim 1
Provide AI-powered security analysis and safety instruction tools to protect AI…
F 25 54 84 60 N/A 73 89 91
16192
tsviz
ARC Config MCP Server Claim 2
Enables natural language management of GitHub Actions Runner Controller (ARC) i…
F 25 55 96 58 60 80 86
16193
m2rads
A Model Context Protocol server that enables automated end-to-end testing with …
F 25 54 77 68 N/A 54 87 99
16194
Sunwood-ai-labs
Luma MCP Server Claim 1 3
A server that provides Luma AI's video generation API as the Model Context Prot…
F 25 55 72 72 20 80 100
16195
hyperbrowserai
Hyperbrowser Claim 2
Scrape, extract structured data, and crawl webpages effortlessly. Enhance your …
F 25 55 74 73 N/A 57 83 84
16196
Abhi5h3k
MCP-Email-Verify Claim 1
A lightweight Model Context Protocol (MCP) server that enables your LLM to vali…
F 25 55 60 30 20 76 97
16197
JavidGlyv
Turbo.az MCP Server Claim 1 2
Enables users to search for vehicles and retrieve detailed listing information …
F 25 54 80 58 N/A 27 90 95
16198
sysam68
PlantUML MCP Server Claim 1
Converts PlantUML snippets into shareable diagrams with support for capability …
F 25 55 78 40 66 76 98
16199
rabqatab
Korean Law Search Claim 1
Search and retrieve Korean statutes and administrative rules with precise filte…
F 25 66 88 46 0 42 82 80
16200
Vic563
MemGPT MCP Server Claim 1 3
A TypeScript-based server that provides a memory system for Large Language Mode…
F 25 55 90 58 21 76 98
Showing 16151–16200 of 50515 servers
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