MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3501
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 66 71 71 98 33 82 92
3502
LAMENTIS1
Converts Markdown documents to PDF files with support for syntax highlighting, …
B 76 54 78 65 N/A 47 92 92
3503
Mazchoo
Enables semantic search across documents and code repositories using RAG (Retri…
B 76 54 96 52 N/A 25 95 96
3504
ideook
Revit MCP Server Claim
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
B 76 55 66 100 N/A 38 95 70
3505
datalayer
jupyter-mcp-server Claim
Model Context Protocol (MCP) Server for Jupyter.
B 76 54 67 62 N/A 61 95 93
3506
alioshr
memory-bank-mcp Claim
A Model Context Protocol (MCP) server implementation for remote memory bank man…
B 76 55 70 100 N/A 52 95 53
3507
bradfair
An MCP server for managing and activating persona templates and components by w…
B 76 54 75 68 N/A 43 90 100
3508
ConAcademy
buttplug-mcp Claim
Buttplug.io Model Context Protocol (MCP) Server
B 76 54 68 60 N/A 70 92 92
3509
treza-labs
treza Claim
Manage secure enclaves (TEEs) with attestation, payments, and signing for AI ag…
B 76 55 68 73 N/A 65 82 95
3510
nota
gyazo Claim 1
Official Model Context Protocol server for Gyazo
B 76 55 92 82 72 86 38
3511
nicofains1
AgentWatch Claim
Multi-agent observability: cascade failure detection, heartbeats, and forensic …
B 76 54 66 72 N/A 52 92 97
3512
priyankark
a11y-mcp Claim 1
An MCP (Model Context Protocol) server for performing accessibility audits on w…
B 76 55 94 100 47 80 40
3513
rykerwang
Automatically converts any OpenAPI specification into an MCP server, exposing a…
B 76 55 96 68 24 81 93
3514
filipkrayem
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
B 76 55 90 71 28 81 95
3515
mayorandrew
Connect AI clients to OpenAPI APIs quickly, with one MCP server, direct CLI acc…
B 76 54 70 72 N/A 60 95 81
3516
BenedatLLC
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
B 76 55 90 57 48 81 99
3517
nhevers
A persistent memory server for Claude Code that captures session context and to…
B 76 54 84 58 N/A 50 90 93
3518
SecretiveShell
MCP-searxng Claim 2
An MCP Server to connect to searXNG instances
B 76 54 79 57 N/A 45 92 100
3519
gitmotion
ntfy-me-mcp Claim
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
B 76 55 72 71 67 81 89
3520
vedantparmar12
Enables intelligent interaction with Azure resources through natural language b…
B 76 55 84 82 48 81 75
3521
j3k0
Enables interaction with Gmail and Google Calendar using the MCP protocol, supp…
B 76 55 86 66 49 76 99
3522
0xrdan
MCP RAG Server Claim
Enables AI assistants to search and retrieve information from your knowledge ba…
B 76 55 90 56 57 81 92
3523
chrisgreenx-ctrl
Jules MCP Server Claim
Enables AI assistants to interact with Google's Jules coding agent API for auto…
B 76 55 86 76 35 81 92
3524
prefrontal-systems
Sub-Agents MCP Claim 1
Enables the creation and execution of task-specific AI sub-agents defined in ma…
B 76 54 84 58 N/A 51 92 91
3525
organicmoron
SP-MCP Claim
Bridge between Super Productivity app and MCP servers, allowing Claude Desktop …
B 76 54 90 52 N/A 39 95 96
3526
CryptoAPIs-io
mcp-address-history Claim 3
MCP server for full transaction and token history on EVM and UTXO addresses via…
B 76 64 81 76 93 37 83 72
3527
gabrielchua
Enables users to search for job opportunities in Singapore through the MyCareer…
B 76 55 84 65 45 81 95
3528
rohanrav
Screeny MCP Server Claim
A privacy-first macOS MCP server that enables AI agents to capture screenshots …
B 76 54 72 65 N/A 44 95 100
3529
hovecapital
MCP server for read-only PostgreSQL database queries in Claude Desktop
B 76 54 63 56 N/A 68 95 100
3530
gurveeer
MCP Server Gemini Claim 1
A Model Context Protocol server that enables Claude Desktop and other MCP-compa…
B 76 55 81 72 46 81 92
3531
houtini-ai
fmp Claim
Access financial data and market information via Financial Modeling Prep API
B 76 54 78 65 N/A 59 83 93
3532
damonxue
OSSInsight MCP Server Claim 1
Provides GitHub data analysis for repositories, developers, and organizations, …
B 76 55 90 100 39 81 51
3533
joohnnie
MCP Demo Server Claim
A demonstration MCP server showcasing tools (calculator, file operations, weath…
B 76 55 84 91 N/A 51 95 44
3534
bilhasry-deriv
Provides web accessibility analysis and color blindness simulation using axe-co…
B 76 55 84 100 N/A 42 95 42
3535
Yukuiii
mysql_mcp Claim
B 76 54 90 68 N/A 29 88 89
3536
newideas99
RAT MCP Server Claim 1
Facilitates two-stage reasoning processes using DeepSeek for detailed analysis …
B 76 55 90 68 45 81 87
3537
fringemonkey
NetBox MCP Server Claim 2
Enables interaction with NetBox infrastructure management platform to query and…
B 76 55 100 91 36 81 53
3538
TheSurfingCoder
Run queries and pull information about your TigerData Cloud's PostgreSQL databa…
B 76 54 90 65 N/A 21 95 91
3539
peakmojo
A MCP server for accessing Zoom recordings and transcripts without requiring di…
B 76 55 85 71 40 80 94
3540
skywinder
Enables AI assistants to search, validate, and edit OpenStreetMap data through …
B 76 55 66 68 66 81 100
3541
stevengonsalvez
A lightweight, file-based server for managing and serving personal prompt templ…
B 76 54 72 65 N/A 57 90 94
3542
tvh
Saffron MCP Server Claim
Enables AI assistants to interact with Saffron recipe management functionality,…
B 76 55 82 70 47 81 92
3543
BrowseAI-HQ
BrowseAI Dev Claim
Evidence-backed web research for AI agents with citations and confidence scores.
B 76 54 70 68 N/A 61 83 98
3544
Himanshu-Agg12
mcp-mysql-lens Claim
MCP server to connect MySQL DB for read-only queries. It offers accurate query …
B 76 55 90 56 47 81 98
3545
xelber
New Relic MCP Server Claim 1
Enables AI agents to access New Relic logs and APM data through the NerdGraph A…
B 76 55 94 71 24 82 92
3546
hoyoun86
MCP Python SDK Claim
A Python implementation of the Model Context Protocol that enables applications…
B 76 55 78 66 60 81 90
3547
punkpeye
A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.
B 76 55 72 100 N/A 65 95 40
3548
ebowwa
Xcode MCP Server Claim 2
Provides programmatic access to Xcode functionality, enabling AI assistants to …
B 76 55 94 75 N/A 46 95 57
3549
tian1ll1
A demonstration implementation of the Model Context Protocol server that facili…
B 76 54 84 66 N/A 24 92 99
3550
gjeltep
app-store-connect-mcp Claim 1
Interact with Apple's App Store Connect API
B 76 54 84 60 N/A 74 75 89
Showing 3501–3550 of 67181 servers
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