MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3351
JuanYin1
Provides Claude with direct access to databases including SQLite, SQL Server, P…
B 76 55 84 58 57 78 100
3352
ALPA-Const
Connects AI assistants to Supabase projects to manage databases, execute SQL qu…
B 76 55 84 66 60 82 82
3353
StefanoCaruso456
MCP Platform Claim
A reusable runtime infrastructure for hosting Model Context Protocol servers an…
B 76 55 72 68 55 83 100
3354
AbdallahAHO
Connects AI assistants to Lokalise translation management platform with 59 tool…
B 76 55 82 51 78 81 92
3355
vicpeacock
Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search…
B 76 55 88 67 31 83 100
3356
pasinskim
Mender MCP Server Claim 1
Enables AI assistants to interact with Mender IoT platform for device managemen…
B 76 55 84 75 28 82 100
3357
talvinder
Carrot AI PM Claim 1
Spec-driven development tool for AI coding assistants that generates specs, val…
B 76 54 84 66 N/A 55 90 76
3358
umishra1504
Jenkins MCP Server Claim
Enables comprehensive Jenkins automation through MCP interface, allowing users …
B 76 55 78 68 59 81 91
3359
kevinlin
Enables AI-guided spec-driven development workflow that transforms ideas into i…
B 76 55 90 83 N/A 33 95 62
3360
dnnyngyen
iron-manus-mcp Claim
Enables AI workflow orchestration with an 8-phase process, task delegation via …
B 76 54 84 37 N/A 86 92 85
3361
BearThreat
Imagen Claim
Image generation
B 76 54 90 68 27 90 90
3362
alioshr
memory-bank-mcp Claim
A Model Context Protocol (MCP) server implementation for remote memory bank man…
B 76 55 70 100 N/A 52 95 53
3363
rhdeck
Checks username availability and retrieves account information across major soc…
B 76 55 90 58 44 82 100
3364
MarlBurroW
TeamSpeak MCP Claim 2
A Model Context Protocol server that enables AI models like Claude to control T…
B 76 55 81 100 59 81 46
3365
peteretelej
md-server Claim
Converts documents, webpages, and media files into markdown for AI assistants u…
B 76 55 90 46 74 81 92
3366
CrBatista
Enables AI agents to interact with GitHub through OAuth-authenticated operation…
B 76 55 90 70 24 81 98
3367
Sacode
SearxNG MCP Server Claim
Provides web search capabilities using SearxNG, allowing AI assistants like Cla…
B 76 55 82 60 60 83 92
3368
AccelByte
AGS API Claim
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
B 76 55 96 42 67 76 96
3369
da-okazaki
MCP Neo4j Server Claim
This server enables interaction between Neo4j databases and Claude Desktop, all…
B 76 55 84 58 61 76 98
3370
BrowseAI-HQ
BrowseAI Dev Claim
Evidence-backed web research for AI agents with citations and confidence scores.
B 76 54 70 68 N/A 61 83 98
3371
fl0w1nd
Grok Image MCP Claim
MCP server for generating and editing images using xAI's Grok image model, supp…
B 76 54 68 75 56 88 90
3372
BlekZz
Enables AI assistants to interact with Metabase analytics platform, allowing th…
B 76 55 90 71 23 81 100
3373
nietus
anki-mcp Claim
MCP server for anki
B 76 55 84 82 N/A 30 95 74
3374
jlromano
Bitbucket MCP Server Claim 1
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
B 76 55 94 52 47 81 100
3375
Saik0s
Facilitates browser automation with custom capabilities and agent-based interac…
B 76 55 72 68 60 82 95
3376
portel-dev
Photon MCP Server Claim 1
Automatically generates MCP tools, CLI, and web UI from TypeScript methods, ena…
B 76 54 96 46 92 87 62
3377
dceluis
tasker-mcp Claim 2
An MCP server for Android's Tasker automation app.
B 76 54 75 65 N/A 38 95 100
3378
JonaFly
RedNote MCP Claim
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
B 76 54 76 71 N/A 48 95 85
3379
xpzouying
MCP for xiaohongshu.com
B 76 54 62 68 N/A 65 90 95
3380
yshan2028
mcp-pdf-reader Claim
B 76 54 78 56 N/A 44 95 99
3381
skills-mcp
Skills MCP Claim
Transform any AI agent into a domain expert by giving it access to modular, reu…
B 76 54 84 57 N/A 34 95 100
3382
ergut
mcp-logseq Claim
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assista…
B 76 54 94 41 N/A 51 90 97
3383
gregario
3dprint-oracle Claim
3D printing filament and materials knowledge base. 6,957 filaments from Spoolma…
B 76 54 67 68 N/A 49 95 97
3384
gaiborjosue
NiiVue MCP Server Claim
Provides fast lexical and optional semantic search over NiiVue neuroimaging vis…
B 76 54 78 57 N/A 47 95 100
3385
kbadinger
Enables task and project management in TickTick through natural conversation, s…
B 76 55 76 82 42 80 94
3386
KeyID-AI
agent-kit Claim
Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, s…
B 76 55 94 57 N/A 50 80 91
3387
Docat0209
openapi Claim
Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code.
B 76 54 71 62 N/A 51 95 99
3388
blazickjp
Enables web browsing capabilities using BeautifulSoup4
B 76 54 90 56 N/A 41 92 91
3389
CleverMobi
Enables interaction with Glitchtip error tracking platform through natural lang…
B 76 55 86 61 45 81 99
3390
tcarac
taskboard Claim
Local project management with Kanban UI, CLI, and MCP server for AI assistants.…
B 76 54 94 31 N/A 81 87 92
3391
Shigakuresama
Canvas MCP Server Claim 1
Provides read-only access to Canvas LMS for students to retrieve courses, assig…
B 76 55 94 67 24 83 94
3392
fringemonkey
NetBox MCP Server Claim 2
Enables interaction with NetBox infrastructure management platform to query and…
B 76 55 100 91 36 81 53
3393
George5562
Enables natural language interaction with Jira for managing projects, issues, t…
B 76 55 96 63 30 81 97
3394
SnotacusNexus
Enables automated web research and intelligence gathering through recursive web…
B 76 54 88 55 N/A 46 95 90
3395
xzq-xu
jvm-mcp-server Claim
An implementation project of a JVM-based MCP (Model Context Protocol) server.
B 76 54 90 51 N/A 56 87 90
3396
ananddtyagi
gif-creator-mcp Claim 2
A MCP server for creating GIFs from your videos.
B 76 54 75 70 N/A 40 91 99
3397
littlebearapps
viewpo-mcp Claim
Provides AI assistants with visual feedback for responsive web design by captur…
B 76 54 66 75 N/A 53 92 91
3398
alfredo-ia
An MCP server that enables interaction with Microsoft 365 services like Outlook…
B 76 55 75 70 55 81 98
3399
lacausecrypto
A unified MCP server that aggregates 32 sports API providers into a single serv…
B 76 44 72 60 75 97
3400
kentaroh7777
A comprehensive MCP server for unified email management that supports both Gmai…
B 76 54 86 62 N/A 29 95 96
Showing 3351–3400 of 67181 servers
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