MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1201
jason-ung
starrocks-mcp ⚡ Claim 1
A read-only MCP server that enables users to query and explore StarRocks databa…
B 80 5⁄5 ◉ ⏳ 94 73 — 42 80 98
1202
alx1p
Luma Events ⚡ Claim
Discover events from Luma — search by category, city, distance, and keywords wi…
B 80 4⁄4 ◉ ⏳ 76 N/A N/A 50 95 93
1203
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
1204
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
1205
rog0x
mcp-a11y-tools ⚡ Claim
Provides AI agents with web accessibility analysis tools via MCP, enabling chec…
B 80 4⁄4 ◉ ⏳ 76 N/A N/A 40 95 100
1206
CyberhavenInc
Enables secure filesystem access with privacy controls using .mcpignore files t…
B 80 5⁄4 ◉ ⏳ 78 60 N/A 67 95 100
1207
automators-com
Enables AI models to generate synthetic data, manage templates and connections,…
B 80 5⁄5 ◉ ⏳ 80 71 — 74 81 97
1208
wagnerlabs
A read-only Model Context Protocol server that enables LLMs to search, list, an…
B 80 5⁄4 ◉ ⏳ 82 72 — 53 92 96
1209
trillboards
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…
B 80 6⁄6 ◉ ⏳ 96 70 92 50 82 81
1210
better-auth
Better Icons ⚡ Claim
Provides access to over 200,000 icons from 150+ collections with features for s…
B 80 5⁄5 ◉ ⏳ 82 65 — 76 82 94
1211
peureka
agentlookup-mcp ⚡ Claim
Search, discover, and register AI agents in the public registry at agentlookup.…
B 80 4⁄4 ◉ ⏳ 72 N/A N/A 50 95 96
1212
Web3ViraLabs
ERPNext MCP Server ⚡ Claim
Enables AI assistants to interact with ERPNext/Frappe instances through the RES…
B 80 5⁄5 ◉ ⏳ 94 68 — 47 81 100
1213
OtherVibes
mcp-as-a-judge ⚡ Claim
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
B 80 5⁄5 ◉ ⏳ 60 82 N/A 81 95 86
1214
UI5
mcp-server ⚡ Claim 2
MCP server for SAPUI5/OpenUI5 development
B 80 5⁄5 ◉ ⏳ 51 100 N/A 84 95 75
1215
LangGPT
An MCP server that enables Claude to break down complex problems into manageabl…
B 80 5⁄5 ◉ ⏳ 75 100 N/A 25 95 90
1216
hakunapotato
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
B 80 5⁄4 ◉ ⏳ 86 65 N/A 49 95 97
1217
verygoodplugins
mcp-edd ⚡ Claim 1
MCP server for Easy Digital Downloads REST API, enabling access to sales data, …
B 80 5⁄4 ◉ ⏳ 69 68 — 83 90 94
1218
aquasecurity
Trivy Claim
Trivy
B 80 5⁄5 ◉ ⏳ 86 66 — 76 81 92
1219
aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
B 80 5⁄5 ◉ ⏳ 94 70 — 65 80 84
1220
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
1221
nitish-raj
SearXNG MCP Bridge ⚡ Claim 1
An MCP server that acts as a bridge to SearXNG instances, allowing AI models to…
B 80 5⁄5 ◉ ⏳ 75 71 — 82 80 96
1222
nkapila6
mcp-meme-sticky ⚡ Claim 1
mcp-meme-sticky
B 80 5⁄5 ◉ ⏳ 76 100 — 49 81 85
1223
oilpriceapi
OilPriceAPI ⚡ Claim
Real-time oil, gas, and commodity prices. 40+ energy commodities including Bren…
B 80 5⁄4 ◉ ⏳ 72 71 N/A 66 95 94
1224
feedoracle
53 regulatory compliance evidence tools across 3 MCP servers for AI agents. MiC…
B 80 5⁄5 ◉ ⏳ 69 100 — 50 81 92
1225
cronus42
Provides tools for interacting with the Transmission BitTorrent client via natu…
B 80 5⁄4 ◉ ⏳ 90 67 N/A 34 95 100
1226
Dishant27
Enables interaction with X (formerly Twitter), allowing for posting tweets, sea…
B 80 5⁄5 ◉ ⏳ 96 75 — 39 80 100
1227
jayozer
MCP Outlook Server ⚡ Claim
Enables sending emails through Microsoft Outlook using the Microsoft Graph API.…
B 80 6⁄6 ◉ ⏳ 100 66 90 42 81 90
1228
timothywarner-org
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with produ…
B 80 5⁄4 ◉ ⏳ 90 55 N/A 59 95 96
1229
qwe4559999
scopus-mcp ⚡ Claim 1
A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants…
B 80 5⁄4 ◉ ⏳ 85 73 N/A 59 83 95
1230
aflekkas
reddit-mcp-server ⚡ Claim
reddit-mcp-server
B 80 5⁄4 ◉ ⏳ 96 60 N/A 42 95 96
1231
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
1232
gkatechis
MCP Indexer ⚡ Claim 1
Enables semantic code search across multiple repositories using natural languag…
B 80 5⁄4 ◉ ⏳ 94 56 N/A 51 92 100
1233
winsthuang
Home Controller ⚡ Claim
A unified smart home automation system that enables control and monitoring of M…
B 80 5⁄4 ◉ ⏳ 94 71 N/A 35 87 99
1234
pnizer
wweb-mcp ⚡ Claim
WhatsApp Web MCP Server
B 80 5⁄4 ◉ ⏳ 86 68 N/A 51 90 100
1235
xSoVx
FhirMCP ⚡ Claim
Enables LLMs to securely interact with FHIR healthcare servers and HL7 terminol…
B 80 5⁄5 ◉ ⏳ 90 75 — 55 81 92
1236
kocierik
mcp-nomad ⚡ Claim
A nomad MCP Server (modelcontextprotocol)
B 80 5⁄4 ◉ ⏳ 80 66 N/A 75 89 93
1237
ericyangpan
Enables decoding QR codes from images provided as either base64 data URLs or HT…
B 80 5⁄5 ◉ ⏳ 86 100 — 43 81 75
1238
paperMoose
Dooist ⚡ Claim 1
A task management MCP server that allows users to create, list, and organize ta…
B 80 5⁄4 ◉ ⏳ 94 58 N/A 55 92 96
1239
SpicyRiceCakes
Nelly the Elephant ⚡ Claim
Search and resume past Claude Code conversations. An elephant never forgets.
B 80 4⁄4 ◉ ⏳ 70 N/A N/A 57 95 96
1240
dan1d
dolar-mcp ⚡ Claim
Argentine exchange rates for AI agents via DolarAPI. Dollar blue, oficial, MEP,…
B 80 5⁄5 ◉ ⏳ 66 100 — 69 81 85
1241
kousunh
Excel MCP Server ⚡ Claim
Enables AI assistants to perform comprehensive Microsoft Excel operations inclu…
B 80 5⁄5 ◉ ⏳ 78 82 N/A 49 95 88
1242
Rookie0x80
DOCX-MCP ⚡ Claim
Enables comprehensive Microsoft Word document manipulation through the Model Co…
B 80 5⁄5 ◉ ⏳ 84 82 N/A 28 95 99
1243
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
1244
productdevbook
devir Claim
Manages multiple development services with colored logs, filtering, and MCP int…
B 80 5⁄4 ◉ ⏳ 72 62 N/A 74 94 100
1245
rmarescu
Gumroad ⚡ Claim
A Model Context Protocol (MCP) server implementation for Gumroad, enabling MCP-…
B 80 5⁄5 ◉ ⏳ 96 66 — 47 81 100
1246
prixite
Zulip MCP Server ⚡ Claim
Enables AI agents to interact with Zulip by reading, sending, and searching mes…
B 80 5⁄5 ◉ ⏳ 78 72 — 72 80 98
1247
FosterG4
Extracts minimal, relevant code context from multiple programming languages whi…
B 80 5⁄4 ◉ ⏳ 100 58 N/A 43 95 90
1248
HenkDz
A protocol server that enables interaction with self-hosted Supabase instances …
B 80 5⁄5 ◉ ⏳ 92 75 — 41 82 99
1249
bighippoman
license-compliance ⚡ Claim
Scan npm dependencies for license compliance issues. Catch GPL contamination.
B 80 5⁄4 ◉ ⏳ 90 61 N/A 55 94 93
1250
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
Showing 1201–1250 of 68948 servers
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