MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4551
amxkifir
Enables browsing, searching, and downloading Pixiv content including illustrati…
B 74 5⁄5 ◉ ⏳ 80 72 — 42 82 85
4552
akaramanapp
Weather MCP Server ⚡ Claim
A Model Context Protocol server that provides AI agents with tools to retrieve …
B 74 5⁄4 ◉ ⏳ 72 65 — 30 94 100
4553
strands-agents
mcp-server ⚡ Claim
This MCP server provides documentation about Strands Agents to your GenAI tools…
B 74 5⁄4 ◉ ⏳ 72 35 N/A 80 95 93
4554
markswendsen-code
spotify ⚡ Claim 2
MCP server for Spotify - let AI agents control playback, search music, and mana…
B 74 5⁄4 ◉ ⏳ 75 62 N/A 32 94 99
4555
dindicoelho
Enables intelligent RSS feed management and analysis through Inoreader integrat…
B 74 5⁄5 ◉ ⏳ 86 61 — 34 81 99
4556
akshat12000
A beginner-friendly MCP server that enables AI to explore file systems through …
B 74 5⁄5 ◉ ⏳ 84 100 N/A 26 95 42
4557
DarkEden-coding
Analyzes source code across multiple languages to extract structural elements l…
B 74 5⁄4 ◉ ⏳ 84 56 N/A 30 94 94
4558
lordbasilaiassistant-sudo
Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claud…
B 74 5⁄4 ◉ ⏳ 90 61 N/A 32 75 100
4559
tallpizza
Dooray MCP Server ⚡ Claim
Enables integration with Dooray API for comprehensive project management includ…
B 74 5⁄5 ◉ ⏳ 94 60 — 29 81 90
4560
r-huijts
xcode-mcp-server ⚡ Claim
Xcode integration for project management, file operations, and build automation
B 74 5⁄4 ◉ ⏳ 68 61 N/A 60 90 93
4561
invapi-org
invapi-mcp ⚡ Claim
Extract, create, convert & validate invoices (UBL, CII, XRechnung, ZUGFeRD, PDF…
B 74 5⁄4 ◉ ⏳ 84 71 N/A 32 83 88
4562
ttiimmaacc
cinema4d-mcp ⚡ Claim
Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene cre…
B 74 5⁄4 ◉ ⏳ 90 40 N/A 54 95 86
4563
timolein74
mcp-server ⚡ Claim
EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto a…
B 74 5⁄5 ◉ ⏳ 72 56 — 66 80 99
4564
kaitpw
Direct access to the Revit API docs and related content.
B 74 5⁄5 ◉ ⏳ 84 70 — 30 81 90
4565
dpkirschner
Enables real-time monitoring of Seattle Fire Department incident data, allowing…
B 74 5⁄5 ◉ ⏳ 96 87 — 26 81 58
4566
adainrivers
SvelteLS.MCP ⚡ Claim 1
An MCP server that wraps the Svelte Language Server to provide IDE-like tools f…
B 74 5⁄4 ◉ ⏳ 69 62 N/A 53 92 89
4567
EricGrill
MCP Predictive Market ⚡ Claim 1
Aggregates prediction market data from 5 major platforms (Manifold, Polymarket,…
B 74 5⁄5 ◉ ⏳ 78 52 — 54 83 100
4568
HarjjotSinghh
VPS MCP Server ⚡ Claim
Enables AI agents to connect to and control a Virtual Private Server via SSH. I…
B 74 5⁄5 ◉ ⏳ 94 60 — 27 81 96
4569
InhiblabCore
mcp-image-compression ⚡ Claim 1
MCP server for local compression of various image formats.
B 74 5⁄5 ◉ ⏳ 75 100 N/A 62 90 33
4570
EoinFalconer
Granola MCP Server ⚡ Claim
Integrates Granola.ai meeting intelligence with MCP clients to provide direct a…
B 74 5⁄4 ◉ ⏳ 66 71 N/A 46 92 93
4571
YelowFlash09
MCP Figma ⚡ Claim
Enables AI assistants to read and modify Figma designs programmatically, suppor…
B 74 5⁄4 ◉ ⏳ 78 53 N/A 45 95 94
4572
centralmind
gateway Claim 1
MCP and MCP SSE Server that automatically generate API based on database schema…
B 74 5⁄4 ◉ ⏳ 96 40 N/A 80 90 63
4573
Augmented-Nature
Provides access to over 110 million chemical compounds with tools for chemical …
B 74 5⁄5 ◉ ⏳ 94 100 — 35 81 40
4574
maxkulish
GitLab MCP Server ⚡ Claim 1
Enables project management and repository operations on GitLab through the GitL…
B 74 5⁄5 ◉ ⏳ 80 68 — 40 78 94
4575
alirezarezvani
A server that integrates Confluence with Claude Desktop and other AI assistants…
B 74 5⁄5 ◉ ⏳ 80 68 — 41 81 93
4576
guocong-bincai
YAPI MCP PRO ⚡ Claim
Enables direct interaction with YApi API management platforms from AI editors l…
B 74 5⁄4 ◉ ⏳ 66 68 N/A 51 89 92
4577
mnott
Devon ⚡ Claim 2
An MCP server that provides 33 tools for full DEVONthink integration, enabling …
B 74 5⁄4 ◉ ⏳ 69 62 N/A 48 92 93
4578
btwiuse
npm-search-mcp-server ⚡ Claim 1
MCP server for searching npm packages
B 74 5⁄5 ◉ ⏳ 75 100 N/A 46 95 39
4579
aj47
Enables debugging and automation of native Electron applications on macOS throu…
B 74 5⁄4 ◉ ⏳ 80 57 N/A 30 95 98
4580
yhyyz
Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or loc…
B 74 5⁄5 ◉ ⏳ 80 60 — 52 80 96
4581
fergusalveolar205
Generative-UI-MCP ⚡ Claim
Enables AI models to generate interactive visuals including charts, diagrams, U…
B 74 4⁄4 ◉ ⏳ 62 N/A N/A 35 95 96
4582
Tamsi
Red Bee MCP Server ⚡ Claim
Enables interaction with Red Bee Media OTT streaming platform, providing 33 too…
B 74 5⁄5 ◉ ⏳ 86 58 — 42 81 97
4583
svinpeace
cob-shopify-mcp ⚡ Claim 1
A production-grade MCP server and CLI tool that enables AI agents to manage Sho…
B 74 5⁄5 ◉ ⏳ 90 65 — 79 77 56
4584
shedyhs
pg-mcp ⚡ Claim
Enables AI assistants to query PostgreSQL databases, inspect schemas, and retri…
B 74 5⁄5 ◉ ⏳ 84 100 — 45 81 46
4585
irskep
persistproc ⚡ Claim
MCP server + command line tool that allows agents to see & control long-running…
B 74 5⁄4 ◉ ⏳ 88 38 N/A 66 92 87
4586
WAI-Soft
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
B 74 5⁄4 ◉ ⏳ 72 68 — 37 89 98
4587
wilson-romero
Integrates with Google Tasks to enable searching, listing, creating, and managi…
B 74 5⁄5 ◉ ⏳ 78 66 — 44 80 98
4588
fctr-id
okta-mcp-server ⚡ Claim
The Okta MCP Server is a groundbreaking tool built by the team at Fctr that ena…
B 74 5⁄5 ◉ ⏳ 90 37 N/A 68 86 91
4589
hlee
FeedMob MCP Server ⚡ Claim 1
Enables AI assistants to access the FeedMob Assistant Internal API for managing…
B 74 5⁄5 ◉ ⏳ 66 100 — 32 78 80
4590
sdd330
An MCP-based service that enables AI models to seamlessly interact with Feishu …
B 74 5⁄5 ◉ ⏳ 68 67 — 56 80 98
4591
MenschMachine
pdfdancer-mcp ⚡ Claim
Provides access to pdfdancer documentation through search and content retrieval…
B 74 5⁄5 ◉ ⏳ 72 82 — 33 81 94
4592
getalby
nwc-mcp-server ⚡ Claim
Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
B 74 5⁄5 ◉ ⏳ 76 66 N/A 39 81 100
4593
antonpme
Auralis Commander ⚡ Claim
A lightweight Windows-native MCP server providing a consolidated suite of 14 to…
B 74 5⁄4 ◉ ⏳ 72 58 N/A 47 95 92
4594
flowy11
Imagician ⚡ Claim 1
Enables comprehensive image editing operations including resizing, format conve…
B 74 5⁄5 ◉ ⏳ 86 100 — 46 81 43
4595
coinpaprika
dexpaprika-mcp ⚡ Claim
Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](h…
B 74 5⁄5 ◉ ⏳ 76 62 — 56 82 93
4596
maxim-ist
MCP Bear ⚡ Claim
A Python-based MCP server that provides read and write access to Bear Notes on …
B 74 5⁄5 ◉ ⏳ 90 91 N/A 43 95 36
4597
ChengJiale150
jupyter-mcp-server ⚡ Claim
A powerful MCP server for AI-driven Jupyter Notebook management and execution
B 74 5⁄4 ◉ ⏳ 56 66 N/A 61 95 96
4598
samusilv
QA Agent Pro Claim
Enables AI assistants to perform automated web testing by controlling a Chrome …
B 74 5⁄5 ◉ ⏳ 72 100 N/A 24 95 60
4599
54yyyu
Zotero MCP ⚡ Claim
Search, read, annotate, and add to your Zotero research library, local or web.
B 74 5⁄5 ◉ ⏳ 88 38 N/A 78 76 92
4600
zongmin-yu
Semantic Scholar API, providing comprehensive access to academic paper data, au…
B 74 5⁄5 ◉ ⏳ 70 71 — 54 83 91
Showing 4551–4600 of 69007 servers
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