MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1401
titanzero
Outlook Assistant ⚡ Claim 1
MCP server for Claude to access Outlook data via Microsoft Graph API
B 80 5⁄4 ◉ ⏳ 85 66 N/A 51 92 100
1402
shelfio
Datadog MCP Server ⚡ Claim
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
B 80 5⁄5 ◉ ⏳ 100 60 — 60 82 93
1403
jonigl
ollama-mcp-bridge ⚡ Claim
Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model…
B 80 5⁄4 ◉ ⏳ 96 35 N/A 84 92 98
1404
vapvarun
WP Astro MCP ⚡ Claim 2
An MCP server that automates the migration of WordPress sites into production-r…
B 80 5⁄5 ◉ ⏳ 81 100 — 51 81 78
1405
caffeineflo
Portainer MCP Server ⚡ Claim 1
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
B 80 5⁄5 ◉ ⏳ 100 72 — 39 82 95
1406
66julienmartin
A Node.js/TypeScript implementation of a Model Context Protocol server for the …
B 80 5⁄5 ◉ ⏳ 94 68 — 46 81 100
1407
pathmodeio
Pathmode ⚡ Claim 2
Socratic AI that turns vague problems into structured intent specs — objective,…
B 80 5⁄5 ◉ ⏳ 88 82 — 52 83 88
1408
FuzzingLabs
mcp-security-hub ⚡ Claim
A growing collection of MCP servers bringing offensive security tools to AI ass…
B 80 5⁄4 ◉ ⏳ 96 58 N/A 57 87 96
1409
uyu423
requarks-wiki-mcp ⚡ Claim 1
An MCP server that enables AI agents to interact with Wiki.js as a knowledge ba…
B 80 5⁄5 ◉ ⏳ 75 77 — 73 82 96
1410
growilabs
growi-mcp-server ⚡ Claim
Official MCP Server to integrate with GROWI APIs.
B 80 5⁄5 ◉ ⏳ 88 72 — 60 82 91
1411
healkeiser
fxhoudinimcp ⚡ Claim 1
Comprehensive MCP server for SideFX Houdini, offering 168 tools across 19 categ…
B 80 5⁄5 ◉ ⏳ 66 82 N/A 66 87 97
1412
srprasanna
MCP Skills Server ⚡ Claim
MCP server that loads and serves skills from a mounted directory with hot reloa…
B 80 5⁄4 ◉ ⏳ 78 62 N/A 72 94 95
1413
peadams21
Provides comprehensive Google Calendar integration capabilities allowing AI ass…
B 80 5⁄5 ◉ ⏳ 94 75 — 42 80 98
1414
NimbleBrainInc
upjack ⚡ Claim
Declarative AI-native application framework — schema-driven entities, Markdown …
B 80 5⁄4 ◉ ⏳ 96 55 N/A 66 94 84
1415
Radek44
Enables AI-driven testing and automation of Tauri desktop applications through …
B 80 5⁄5 ◉ ⏳ 86 83 N/A 46 95 76
1416
Justice219
roblox-studio-mcp ⚡ Claim 1
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
B 80 5⁄5 ◉ ⏳ 82 100 N/A 32 95 75
1417
nendotools
Tree-Sitter MCP ⚡ Claim
Enables fast semantic code search and analysis across 15+ programming languages…
B 80 5⁄4 ◉ ⏳ 100 37 N/A 80 95 89
1418
rog0x
git ⚡ Claim
Git log, diff, blame, branch stats for AI agents
B 80 4⁄4 ◉ ⏳ 72 N/A N/A 55 95 93
1419
AbhinavBansal17
Enables reading and sending Gmail messages in headless/remote environments with…
B 80 5⁄5 ◉ ⏳ 96 71 — 47 81 94
1420
YUZU-Hub
Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, a…
B 80 6⁄6 ◉ ⏳ 71 100 85 37 81 96
1421
adminhuan
Smart Search MCP ⚡ Claim
Provides 14 enhanced intelligent search tools for both international platforms …
B 80 5⁄4 ◉ ⏳ 90 53 N/A 67 95 93
1422
railsware
Coupler Analytics ⚡ Claim
Analytics Coupler.io MCP bridges your business data to AI for fast and smart an…
B 80 5⁄5 ◉ ⏳ 86 72 — 65 81 94
1423
TaylorChen
Enables querying, searching, and analyzing Cursor IDE conversation history from…
B 80 5⁄4 ◉ ⏳ 94 63 N/A 45 90 99
1424
universal-tool-calling-protocol
code-mode ⚡ Claim
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code ex…
B 80 5⁄4 ◉ ⏳ 84 67 N/A 61 95 88
1425
berlinbra
alpha-vantage-mcp ⚡ Claim
Alpha Vantage API integration to fetch both stock and crypto information
B 80 5⁄5 ◉ ⏳ 92 68 — 51 80 100
1426
Ansvar-Systems
canadian-law-mcp ⚡ Claim
Canadian federal law database — PIPEDA, CASL, cybercrime, corporate law with fu…
B 80 5⁄4 ◉ ⏳ 75 93 N/A 37 95 91
1427
mark-hingston
Treehouse Worktree ⚡ Claim 1
A git worktree manager that enables AI agents to work on different branches sim…
B 80 5⁄4 ◉ ⏳ 94 50 N/A 55 94 100
1428
JereSalguero30
Salesforce MCP Server ⚡ Claim 1
Enables natural language interactions with Salesforce data and metadata, allowi…
B 80 5⁄5 ◉ ⏳ 78 100 — 40 81 88
1429
YourLifewithAI
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
B 80 6⁄6 ◉ ⏳ 92 66 95 32 81 98
1430
ainetwork-ai
Enables AI agents to seamlessly interact with Google Sheets through secure OAut…
B 80 5⁄5 ◉ ⏳ 96 75 — 46 81 93
1431
aflekkas
reddit-mcp-server ⚡ Claim
reddit-mcp-server
B 80 5⁄4 ◉ ⏳ 96 60 N/A 42 95 96
1432
mpzarde
Fabric MCP Server ⚡ Claim 2
Enables Claude to use Fabric's AI patterns for content analysis, summarization,…
B 80 5⁄5 ◉ ⏳ 69 100 N/A 70 87 69
1433
willianpinho
large-file-mcp ⚡ Claim 1
Production-ready MCP server for intelligent handling of large files with smart …
B 80 5⁄4 ◉ ⏳ 92 58 N/A 63 92 93
1434
crunchtools
Secure MCP server for Request Tracker (RT) ticket management
B 80 5⁄5 ◉ ⏳ 70 82 N/A 51 95 98
1435
h3ro-dev
An MCP server that provides AI assistants with team analytics capabilities for …
B 80 5⁄5 ◉ ⏳ 75 77 — 69 81 98
1436
domdomegg
Barcode Scanner ⚡ Claim 1
Scan and generate barcodes and QR codes.
B 80 5⁄5 ◉ ⏳ 78 100 N/A 73 95 47
1437
just-every
Fast screenshot capture tool optimized for Claude Vision API. Automatically til…
B 80 5⁄4 ◉ ⏳ 96 62 N/A 60 87 91
1438
lex-tools
A Model Context Protocol (MCP) server designed to easily dump your codebase con…
B 80 5⁄4 ◉ ⏳ 90 63 N/A 59 92 91
1439
cmd8
excalidraw-mcp ⚡ Claim
Model Context Protocol server for Excalidraw diagrams.
B 80 5⁄4 ◉ ⏳ 78 60 N/A 73 95 96
1440
feedoracle
53 regulatory compliance evidence tools across 3 MCP servers for AI agents. MiC…
B 80 5⁄5 ◉ ⏳ 69 100 — 50 81 92
1441
launch-it-labs
log-reducer ⚡ Claim
Reduces log files for AI consumption — 50-90% token reduction via 18 determinis…
B 80 5⁄4 ◉ ⏳ 90 68 N/A 58 90 90
1442
huangjunsen0406
py-xiaozhi Claim
Open-source AI assistant ecosystem with MCP integrations, multimodal workflows,…
B 80 5⁄4 ◉ ⏳ 84 67 N/A 70 95 81
1443
steiner385
Enables AI assistants to manage GitHub issues using deterministic priority scor…
B 80 5⁄4 ◉ ⏳ 72 72 N/A 74 95 89
1444
tiluckdave
Hound MCP ⚡ Claim
The dependency bloodhound for AI coding agents. Hound is a free, open-source M…
B 80 5⁄4 ◉ ⏳ 72 58 — 83 92 100
1445
SampsonKY
sl-test ⚡ Claim
sl-test
B 80 5⁄4 ◉ ⏳ 90 61 N/A 54 95 92
1446
kushneryk
join.cloud ⚡ Claim 1
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange…
B 80 5⁄4 ◉ ⏳ 71 100 — 55 76 95
1447
Dishant27
Enables interaction with X (formerly Twitter), allowing for posting tweets, sea…
B 80 5⁄5 ◉ ⏳ 96 75 — 39 80 100
1448
netboxlabs
NetBox MCP Server ⚡ Claim
Read-only MCP server for NetBox that enables LLMs to query NetBox objects (devi…
B 80 5⁄4 ◉ ⏳ 78 70 — 76 90 88
1449
kael-bit
engram-rs Claim
Hierarchical memory engine for AI agents with automatic decay, promotion, seman…
B 80 5⁄4 ◉ ⏳ 76 70 N/A 80 83 94
1450 B 80 5⁄4 ◉ ⏳ 84 71 N/A 49 95 96
Showing 1401–1450 of 68965 servers
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