MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64401
wkoutre
Linear Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
N/A N/A 95
64402
HMAKT99
erabi Claim
Check paid x402 APIs before your agent spends: signed uptime/price attestations…
N/A N/A
64403
badchars
Comprehensive DNS security toolkit for AI agents: 103 tools across 13 categorie…
N/A N/A
64404
iamishaan24
Provides tools and context for interacting with Google Cloud services, enabling…
N/A N/A
64405
lapaduga
MCP server with a web interface for viewing and calling tools via REST API, ena…
64406
AdanRott
Semantic search over 3.5M+ live US job postings pulled straight from company AT…
64407
Michelangelo-Z
Public agentic AI doctrine tools plus authenticated architecture, design, and s…
64408
megedtal
outlook_mcp Claim
Connects Claude to Microsoft 365 Outlook and Google Gmail APIs for email search…
64409
Soul-Brews-Studio
Arra Oracle Claim
MCP server for semantic search over Oracle philosophy using hybrid search (FTS5…
N/A N/A
64410
lazymac2x
Cloudflare Workers MCP server: ai-model-router
64411
framethrower-ai
FrameThrower Claim
Film stills from 5,489 films, searchable by lighting, lens character, shot size…
64412
covertlabsaus
Colab MCP Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
N/A N/A 95
64413
yummy342
Routes tasks to the optimal AI model based on task type and benchmark scores ac…
N/A N/A
64414
javimosch
peage-mcp Claim
Give your agent a prepaid fiat wallet: pay any API per call in cents, no crypto…
N/A N/A
64415
ragalgo
server Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
N/A N/A 95
64416
JackVitick
Socialync Claim
Draft, schedule, and publish posts to 8 social platforms with human approval vi…
64417
maahigoel
ui-mcp Claim
Gives MCP clients access to a registry of elite UI patterns, components, and mo…
N/A N/A
64418
HUANGCHIHHUNGLeo
Let any LLM actually watch a video: scene-aware keyframes plus a timestamped tr…
N/A N/A
64419
TanLeJS
A Model Context Protocol server that enables AI agents to interact with Backlog…
N/A N/A 95
64420
onigeya
An MCP server implementation that integrates with SiYuan Note system, enabling …
N/A N/A 95
64421
haf
mcp Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
64422
DHEBP
Read-only DERO blockchain MCP: 33 tools (12 composites) incl. TELA discovery + …
64423
BranderUX
mcp Claim
Turns any agent into a full agentic application — branded, interactive screens …
64424
F43nris
An MCP server for searching Sparkasse bank branches and ATMs by location, with …
64425
imashishkh21
atlaso Claim
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
N/A N/A
64426
kaichen
Enables text-to-speech generation using the Groq API, supporting multiple audio…
64427
kythene
Kythene Claim
Your AI's work, reviewed by your team, remembered - shared artifacts with revie…
64428
kyle-bober
Enables AI assistants to interact with GitLab projects by listing merge request…
64429
wlzerd
MCP server for hubNote, enabling AI assistants to manage workspaces, pages, and…
64430
changeflowhq
Monitor any website and get AI-enriched change intelligence via MCP. Manage sou…
64431
gwicho38
Enables Claude to write in your personal style by learning from your local docu…
N/A N/A
64432
mobus-ai
Mobus Claim
Search, preview, and analyze datasets from 20+ platforms via a single MCP conne…
N/A N/A
64433
RunRiotComeOn
Exposes forecast lookup tools for consumer spending predictions across regions …
64434
ACTA-Team
docs-mcp Claim
Read-only MCP server for the official ACTA verifiable credentials documentation.
N/A N/A
64435
saksham20189575
Enables appending text to Google Docs and creating Gmail drafts, with interacti…
N/A N/A
64436
indoor
everguide Claim 1
MCP server for accessible indoor navigation and building management. Query buil…
81
64437
vercel-labs
Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checkli…
64438
purlieu-studios
Analyzes Godot game projects to enforce ECS architecture patterns, automaticall…
N/A N/A 95
64439
pl728
Enables fetching and reading subscriber-only content from Trade Companion by Ad…
N/A N/A 95
64440
seanparsons
filechanger Claim
Convert documents between text formats (markdown, html, and more) via the FileC…
N/A N/A
64441
An i18n github action for language translate
N/A N/A 72
64442
aprezcuba24
admin-mcp Claim
MCP server for Odoo administration, enabling customer listing and search via co…
64443
kratsg
rucio-mcp Claim
An MCP server that exposes Rucio distributed data management operations as tool…
64444
ykq007
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
81
64445
AgentValet
AgentValet Claim
Identity and credential governance broker for MCP servers. Issues scoped, short…
64446
mhlavac
MCP server for the Löwen Menü IBS5 school-lunch ordering system, enabling an LL…
64447
leestott
mcpdemos Claim
Demonstrates MCP capabilities through 8 runnable demos including tools, resourc…
N/A N/A
64448
yigitkonur
mcp-parasut Claim
MCP server for Parasut Turkish accounting platform, enabling management of invo…
N/A N/A
64449
john-walkoe
A generic MCP server for conversational AI document research using the Pinecone…
64450
BusyBee3333
A production-quality MCP server for the Deel API that enables managing global H…
N/A N/A
Showing 64401–64450 of 66427 servers