MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4451
thesigma1receptor
Enables AI assistants to control Native Instruments FM8 synthesizer parameters …
B 74 54 68 66 N/A 45 95 93
4452
KS-GEN-AI
confluence-mcp-server Claim 1
Get Confluence data via CQL and read pages.
B 74 55 86 65 45 74 91
4453
dreamnear
A framework for building and querying temporally-aware knowledge graphs that al…
B 74 55 78 65 44 81 97
4454
leandrogavidia
Enables interaction with Marinade Finance on Solana, supporting liquid staking …
B 74 55 78 100 47 71 61
4455
eliotk
A Model Context Protocol (MCP) server for searching the National Provider Ident…
B 74 55 82 61 46 81 94
4456
dahlia
Clipboard MCP Claim
Provides tools for reading and writing system clipboard data across Linux, macO…
B 74 55 56 82 N/A 42 95 90
4457
pablof7z
MCP Money Claim 1
An MCP server to provide AI agents money functionalities via Nostr and Cashu.
B 74 55 75 100 20 81 77
4458
wspringer
math-svg-mcp Claim
Convert LaTeX math expressions to crisp, scalable SVG images
B 74 55 62 100 N/A 56 95 48
4459
entanglr
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
B 74 55 66 82 58 81 82
4460
cenemil
DNS MCP Server Claim 1
Enables comprehensive DNS operations including lookups for various record types…
B 74 55 90 100 38 81 41
4461
HivemindOverlord
Enables AI-powered Path of Exile 2 character optimization through natural langu…
B 74 55 96 41 56 81 88
4462
ReGenNow
regennexus-mcp Claim
AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for I…
B 74 54 90 43 N/A 47 92 93
4463
CyberClash
MCP Coordinator Claim
Acts as a proxy for multiple MCP servers, reducing context window usage from 15…
B 74 55 78 58 52 81 97
4464
arianlopezc
Trabuco Claim
Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents
B 74 54 88 45 N/A 53 90 88
4465
mad-sol-dev
Enables creation and management of invoices with JSON storage and LaTeX-based P…
B 74 54 70 63 N/A 45 95 91
4466
meshpop
vssh Claim
SSH tunnel and remote server management MCP — execute commands, transfer files,…
B 74 54 86 36 N/A 64 84 100
4467
CyberRoute
MCP Exploit-DB Server Claim 1
Provides access to the Exploit-DB database through the searchsploit tool, enabl…
B 74 54 94 56 N/A 21 87 95
4468
larksuite
A toolkit that enables AI assistants to directly call Feishu/Lark API interface…
B 74 55 68 63 79 80 82
4469
kaznak
Allows executing shell commands within a secure Docker container through Claude…
B 74 54 70 58 N/A 63 87 90
4470
elegroag
Provides access to Backbone.js documentation chapters as readable resources and…
B 74 54 68 60 N/A 58 92 90
4471
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 55 78 65 49 81 93
4472
maplehilllabs
Enables AI assistants to intelligently save, organize, and retrieve content thr…
B 74 55 72 70 49 81 96
4473
alankyshum
Enables storing and querying memories in a Neo4j knowledge graph with automatic…
B 74 55 86 51 58 81 93
4474
steiner385
Enables semantic code search across codebases using Qdrant vector database and …
B 74 55 94 40 53 82 96
4475
dbsectrainer
mcp-eval-runner Claim
A standardized testing harness for MCP servers and agent workflows
B 74 44 58 N/A N/A 62 83 96
4476
flexpa
mcp-fhir Claim
A Model Context Protocol implementation for FHIR
B 74 54 92 40 N/A 53 95 86
4477
bdfrost
Enables interaction with Sonarr and Radarr APIs to query media libraries, check…
B 74 55 78 61 50 78 99
4478
jwaxman19
qlik-mcp Claim 1
MCP Server for Qlik Cloud API that enables querying applications, sheets, and e…
B 74 55 71 75 41 82 94
4479
ampcome-mcps
Enables task and project management in Todoist through natural language, suppor…
B 74 55 72 67 52 80 96
4480
getalby
nwc-mcp-server Claim
Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
B 74 55 76 66 N/A 39 81 100
4481
doggybee
mcp-server-ccxt Claim 1
An MCP server for accessing real-time crypto market data and trading via 20+ ex…
B 74 55 63 100 70 81 52
4482
HitmanLy007
Gmail MCP Claim
Enables comprehensive Gmail management through the Gmail API, including sending…
B 74 55 68 67 53 81 98
4483
geldata
Gel MCP Server Claim
Enables AI coding agents to interact with Gel databases by executing queries, t…
B 74 54 88 47 N/A 44 95 90
4484
webdevguyrg
Prompteka MCP Server Claim 1
Enables AI assistants to directly access and manage your local Prompteka prompt…
B 74 54 90 36 N/A 48 90 100
4485
shashwatgtm
8 content tools: Case Studies, Newsletters, Webinars, Repurposing, Thought Lead…
B 74 55 84 91 N/A 45 95 41
4486
ALucek
quick-mcp-example Claim 1
Demonstrates an MCP server with tools, resources, and prompts for a knowledgeba…
B 74 54 90 56 N/A 27 95 90
4487
jim-coyne
Enables LLMs to interact with Hyperfabric infrastructure management APIs, provi…
B 74 55 94 46 53 78 94
4488
sylweriusz
Neo4j Memory Server Claim 1
Provides AI assistants with persistent graph-based memory capabilities using Ne…
B 74 55 54 100 54 81 79
4489
ekim197
Enables users to manage Uber advertising campaigns through natural language by …
B 74 55 84 72 28 80 93
4490
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 74 55 94 60 31 83 91
4491
shawndrake2
Provides access to U.S. labor market data including employment statistics, Cons…
B 74 55 90 65 27 82 93
4492
StudentOfJS
A specialized MCP server for Svelte 5 development, providing searchable knowled…
B 74 54 90 53 N/A 34 90 90
4493
allenporter
Expose all Home Assistant voice intents through a Model Context Protocol Server…
B 74 54 80 40 N/A 68 92 91
4494
noleemits
Connects Claude Desktop to WordPress sites to manage Elementor pages, Gutenberg…
B 74 55 88 100 33 81 47
4495
daobataotie
mssql-mcp Claim
mssql mcp server
B 74 54 78 58 N/A 39 95 92
4496
nervpeng
HeaderHawk Claim
An advanced email security analysis MCP server for real-time phishing detection…
B 74 55 86 51 52 81 96
4497
jasonWong-serviceDirect
Connects Claude Desktop to Google Docs and Google Drive, enabling comprehensive…
B 74 55 72 73 45 81 91
4498
Code-Hex
A lightweight MCP server that enables LLMs to search the web via DuckDuckGo, se…
B 74 55 100 57 28 82 89
4499
strands-agents
mcp-server Claim
This MCP server provides documentation about Strands Agents to your GenAI tools…
B 74 54 72 35 N/A 80 95 93
4500
udhaykumarbala
AI image generation and editing with Google Gemini. Structured JSON editing.
B 74 44 62 N/A N/A 52 83 97
Showing 4451–4500 of 59221 servers
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