MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1401
bright8192
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), …
B 80 55 100 70 37 80 99
1402
jayozer
MCP Outlook Server Claim
Enables sending emails through Microsoft Outlook using the Microsoft Graph API.…
B 80 66 100 66 90 42 81 90
1403
entro314-labs
Generates all required web app icons and manifest files from a single source im…
B 80 54 94 61 N/A 50 92 92
1404
cybrlab-ai
Scans links for threats and confirms intent alignment with high accuracy.
B 80 66 71 92 94 34 81 95
1405
marckrenn
rtfmbro-mcp Claim
rtfmbro provides always-up-to-date, version-specific package documentation as c…
B 80 66 96 76 86 36 81 92
1406
chunlea
screenshot-mcp Claim
A cross-platform MCP server that allows AI agents to capture screenshots of spe…
B 80 54 90 66 N/A 50 90 98
1407
shiquda
roadmap-skill Claim 2
Shared roadmap for humans and AI Agents. Visual kanban and graph for you, Skill…
B 80 55 96 65 N/A 61 94 76
1408
flight505
MCP Think Tank Claim
Provides AI assistants with enhanced reasoning capabilities through structured …
B 80 54 90 61 N/A 52 95 93
1409
pilat
mcp-datalink Claim 2
MCP server for secure database access (PostgreSQL, MySQL, SQLite) with paramete…
B 80 54 85 61 N/A 64 92 96
1410
Pimzino
A Model Context Protocol server providing AI assistants with comprehensive proj…
B 80 55 73 100 54 81 83
1411
rog0x
git Claim
Git log, diff, blame, branch stats for AI agents
B 80 44 72 N/A N/A 55 95 93
1412
automators-com
Enables AI models to generate synthetic data, manage templates and connections,…
B 80 55 80 71 74 81 97
1413
66julienmartin
A Node.js/TypeScript implementation of a Model Context Protocol server for the …
B 80 55 94 68 46 81 100
1414
1405942836
appium-mcp-server Claim
Enables AI assistants to perform mobile device automation testing via Appium th…
B 80 54 90 61 N/A 48 91 100
1415
pipeboard-co
meta-ads-mcp Claim 1
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze p…
B 80 55 88 74 65 81 87
1416
productdevbook
devir Claim
Dev Runner CLI - Terminal UI for managing multiple dev services with colored lo…
B 80 54 72 62 N/A 74 94 100
1417
abyssbugg
Task Manager Claim
Enables users to manage tasks through a simple JSON file interface. Provides ba…
B 80 54 90 58 N/A 59 95 95
1418
StacklokLabs
osv-mcp Claim
Access the OSV (Open Source Vulnerabilities) database for vulnerability informa…
B 80 55 86 62 78 81 92
1419
feedoracle
53 regulatory compliance evidence tools across 3 MCP servers for AI agents. MiC…
B 80 55 69 100 50 81 92
1420
kousunh
Excel MCP Server Claim
Enables AI assistants to perform comprehensive Microsoft Excel operations inclu…
B 80 55 78 82 N/A 49 95 88
1421
domdomegg
Barcode Scanner Claim 1
Scan and generate barcodes and QR codes.
B 80 55 78 100 N/A 73 95 47
1422
minbang930
YouTube Vision Claim
Analyze YouTube videos and extract insights using the Gemini Vision API. Get de…
B 80 54 84 77 N/A 46 90 94
1423
giovanemartins
localstack Claim 2
MCP server for LocalStack AWS services, enabling AI agents to interact with loc…
B 80 55 73 100 N/A 72 75 76
1424
joerup
Exa MCP Server Claim 1
Enables AI assistants to perform real-time web searches, company research, cont…
B 80 66 78 80 97 42 81 91
1425
hendrickcastro
MCP CosmosDB Claim 1
A Model Context Protocol server for Azure CosmosDB database operations that pro…
B 80 55 63 100 58 81 94
1426
roboticforce
Sugar Claim 1
Autonomous AI development system with persistent task queue and background exec…
B 80 54 96 65 N/A 71 75 91
1427
debtstack-ai
debtstack-python Claim 1
Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds …
B 80 55 90 68 61 82 93
1428
aplaceforallmystuff
mcp-pihole Claim
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
B 80 54 90 65 N/A 58 83 99
1429
TeamSparkAI
mcpGraph Claim 1
Enables orchestration of MCP tool calls through declarative YAML-defined direct…
B 80 55 96 61 58 82 97
1430
inkdropapp
Inkdrop MCP Server Claim
Integrates Inkdrop note-taking app with Claude AI through Model Context Protoco…
B 80 54 74 68 N/A 78 87 98
1431
rationalbloks
RationalBloks Claim 1
Deploy production REST APIs from JSON schemas in seconds. Manage projects, sche…
B 80 66 84 100 89 35 70 90
1432
Angry-Robot-Deals
Sys8 MCP Server Claim
Provides deterministic system information and developer utilities including dat…
B 80 55 78 100 50 81 80
1433
blackaxgit
ssh-mcp Claim
Enables AI assistants to execute shell commands and transfer files via SFTP acr…
B 80 54 82 68 N/A 60 90 98
1434
oabolade
Figma MCP Server Claim
MCP server enabling AI assistants to interact with Figma designs via natural la…
B 80 54 96 68 N/A 53 83 92
1435
j-shelfwood
A bridge server that allows LLM tools to interact with an Obsidian vault throug…
B 80 54 78 71 N/A 63 90 95
1436
iceener
Files MCP Server Claim
Enables AI agents to safely explore directories, read files, search content by …
B 80 54 96 75 N/A 32 95 88
1437 B 80 54 84 71 N/A 49 95 96
1438
Hannes221
kali-mcp Claim
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
B 80 44 70 N/A N/A 53 95 99
1439
gabeosx
freedcamp Claim
freedcamp
B 80 55 88 73 60 81 92
1440
Ansvar-Systems
ethiopian-law-mcp Claim
Ethiopia legislation via MCP -- full-text search across statutes and provisions
B 80 54 75 93 N/A 34 95 91
1441
ShunsukeHayashi
Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …
B 80 44 67 N/A N/A 61 95 97
1442
massive-com
mcp_massive Claim
An MCP server for Massive.com Financial Market Data
B 80 55 84 68 N/A 81 80 88
1443
ykarapazar
word-mcp-live Claim 1
Enables AI assistants to edit Microsoft Word documents live while they are open…
B 80 55 90 82 N/A 61 75 83
1444
nosolosoft
Integrates the OpenCode AI coding agent into MCP-compatible clients, allowing u…
B 80 54 100 61 N/A 45 90 94
1445
qso-graph
adif-mcp Claim 1
Provides safe, typed access to Amateur Radio logging data with ADIF validation,…
B 80 55 76 82 68 95 74
1446
aaronsb
Salesforce Cloud Claim 1
Salesforce CRM integration — opportunities, accounts, SOQL, file downloads, ana…
B 80 44 80 N/A N/A 69 75 95
1447
netboxlabs
NetBox MCP Server Claim
Read-only MCP server for NetBox that enables LLMs to query NetBox objects (devi…
B 80 54 78 70 76 90 88
1448
JonyanDunh
Integrates Brave Search API to enable web, image, video, news, and local busine…
B 80 55 94 72 45 81 98
1449
xSoVx
FhirMCP Claim
Enables LLMs to securely interact with FHIR healthcare servers and HL7 terminol…
B 80 55 90 75 55 81 92
1450
metareflection
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
B 80 66 84 86 88 40 81 91
Showing 1401–1450 of 44440 servers
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