MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29230
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
701
yeongbin-hwang
imply-druid-mcp Claim
A read-only MCP server for Imply Cloud/Druid databases, enabling AI assistants …
B 82 54 84 66 63 95 98
702
IBM
Enables AI assistants to create professional YouTube videos using Remotion with…
B 82 55 78 74 N/A 76 95 85
703
jir13
Enables natural language interaction with Betaflight FPV drone flight controlle…
B 82 55 84 91 N/A 27 95 97
704
Duds
Provides comprehensive accessibility auditing tools for websites using axe-core…
B 82 55 94 100 N/A 27 90 81
705
hdresearch
A server that provides a persistent Python REPL environment through the MCP pro…
B 82 55 86 100 N/A 51 95 66
706
call518
MCP-MySQL-Ops Claim 1
Monitor MySQL instances, inspect schemas, and track performance. Diagnose slow …
B 82 55 82 74 N/A 58 95 94
707
Dianel555
Paper Search MCP Claim 1
Enables searching and downloading academic papers from 14 platforms including a…
B 82 55 100 100 77 78 46
708
dedalus-labs
dedalus-mcp-python Claim 1
A simple and performant Model Context Protocol framework for Python.
B 82 54 84 61 N/A 94 88 86
709
Azure-Samples
A remote MCP server (Node.js/TypeScript) deployed on Azure Container Apps that …
B 82 54 78 75 61 95 100
710
ktr0731
go-mcp Claim
deprecated: use the official MCP sdk! (https://github.com/modelcontextprotocol/…
B 82 54 90 56 N/A 69 95 100
711
Digital-Defiance
mcp-screenshot Claim
Screenshot capture with PII masking and cross-platform support for AI agents
B 82 54 96 61 N/A 57 92 96
712
devhelmhq
DevHelm MCP Server Claim
A public, stateless MCP server designed to demonstrate recording, replaying, an…
B 82 66 86 86 92 33 83 98
713
Docat0209
graphql Claim
Turn any GraphQL API into MCP tools. Zero config, zero code.
B 82 55 90 68 N/A 71 80 97
714
cyanheads
pubchem-mcp-server Claim
MCP server for PubChem. Search compounds, properties, safety, bioactivity, xref…
B 82 55 90 77 53 81 100
715
PeterShin23
Enables users to search for events, performers, and venues through the SeatGeek…
B 82 55 88 100 47 81 80
716
scanadi
MCP AI Memory Claim
Enables AI agents to store, retrieve, and manage contextual knowledge across se…
B 82 55 100 60 75 81 90
717
human-pages-ai
Human Pages Claim
Hire real humans for tasks agents can't do alone. 36 tools for the full hiring …
B 82 66 94 77 87 54 81 89
718
carson-see
Privacy-first document verification anchored to the public ledger.
B 82 44 80 N/A N/A 49 95 98
719
YamadaAoi
mcp-sketch Claim
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
B 82 44 78 N/A N/A 58 95 91
720
introfini
MCP server enabling AI assistants to build, test, and debug Zotero plugins
B 82 54 90 61 N/A 74 90 96
721
jezweb
An enhanced MCP server that fetches prompts from GitHub repositories with intel…
B 82 55 90 100 31 81 92
722
mrkrsl
web-search-mcp Claim
A simple, locally hosted Web Search MCP server for use with Local LLMs
B 82 54 88 62 N/A 74 92 92
723
bootpay
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
B 82 66 100 100 100 25 81 59
724 B 82 54 88 73 N/A 60 90 95
725
keyurgolani
TasksMultiServer Claim 1
Multi-interface task management system that enables AI agents and users to mana…
B 82 55 100 65 59 82 97
726
freevisionsk
Enables access to Slovak Registry of Financial Statements data, allowing users …
B 82 66 96 66 89 53 82 94
727
thecombatwombat
replicant-mcp Claim 1
Android MCP server for AI-assisted Android development. Build APKs, launch emul…
B 82 54 85 65 N/A 85 90 87
728
rfunix
Tengu Claim
Turns Claude into a penetration testing copilot with 80 security tools, safety …
B 82 55 62 82 N/A 79 95 96
729
andybrandt
mcp-simple-timeserver Claim 1
An MCP server that allows checking local time on the client machine or current …
B 82 66 81 86 86 53 80 96
730
cmwen
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
B 82 54 80 62 N/A 78 95 99
731
Krishna-Desiraju
Enables AI assistants to manage Apple Reminders on macOS using natural language…
B 82 54 94 62 N/A 52 92 100
732
jsoncut
Jsoncut MCP Server Claim 1
Enables AI agents to generate JSON configurations for creating images and video…
B 82 66 94 84 64 74 81 96
733
Vortiago
Outline MCP Server Claim 1
Connect AI assistants to Outline for document search, reading, and management
B 82 55 72 82 N/A 85 83 94
734
nomagicln
MCP Harbor Claim
A Node.js application that provides a Model Context Protocol server for interac…
B 82 55 92 75 62 76 99
735
nissand
Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoi…
B 82 54 94 67 N/A 46 95 99
736
Ansvar-Systems
french-law-mcp Claim 1
French legislation via MCP — full-text search across statutes and provisions
B 82 54 71 93 N/A 57 95 89
737
JonesRobM
physbound Claim
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
B 82 55 72 82 N/A 71 95 92
738
darbotlabs
Provides advanced AI reasoning capabilities through step-by-step thinking frame…
B 82 55 96 71 67 81 87
739
wyre-technology
autotask-mcp Claim 1
MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects,…
B 82 55 81 70 N/A 88 82 92
740
clouatre-labs
Math MCP Learning Claim
Educational MCP server with 12 math/stats tools, visualizations, and persistent…
B 82 66 71 92 89 60 81 96
741
Ansvar-Systems
tanzanian-law-mcp Claim 1
Tanzania legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 90 51 81 94
742 B 82 54 82 73 N/A 61 92 100
743
xt765
Enables AI agents to read documents in Excel, DOCX, PDF, and TXT formats via MC…
B 82 55 66 82 N/A 75 95 94
744
appium
MCP Appium Claim
Enables AI assistants to automate mobile app testing and development for iOS an…
B 82 54 74 61 N/A 86 95 99
745
Mnehmos
OODA Computer Control Claim 1
Provides comprehensive computer control capabilities including shell commands, …
B 82 55 90 82 N/A 79 95 57
746
aeriondyseti
Provides local vector-based semantic memory storage for AI assistants to persis…
B 82 54 90 62 N/A 72 92 93
747
lu-zhengda
mcp-virtual-fs Claim
An MCP server that provides AI agents with a persistent, PostgreSQL-backed virt…
B 82 54 78 75 78 82 98
748
Cifero74
mcp-apple-music Claim 1
Apple Music MCP server — search catalog, manage playlists, and access your libr…
B 82 55 88 82 N/A 66 68 100
749
discourse
mcp Claim 2
Discourse MCP CLI server (stdio) exposing Discourse tools via MCP
B 82 54 86 77 N/A 64 92 88
750
shinzo-labs
shinzo-ts Claim
TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insig…
B 82 54 100 40 N/A 80 92 97
Showing 701–750 of 40420 servers
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