MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16901
pixelsock
A Node.js server that enables AI Clients to interact with the Directus CMS API …
F 25 5⁄5 ◉ ⏳ 86 75 — 30 74 50
16902
atlcomgit
mcp-ssh Claim 1 3
Enables secure SSH connections to remote servers for executing shell commands a…
F 25 5⁄5 ◉ ⏳ 68 52 — 30 74 39
16903
deepfates
Replicate MCP Server ⚡ Claim 2 3
Enables users to access and manage Replicate's AI models and predictions via th…
F 25 5⁄5 ◉ ⏳ 92 56 — 52 77 97
16904
vanman2024
AI-powered content and image generation server with Google Imagen 3/4 for image…
F 25 5⁄5 ◉ ⏳ 84 31 — 50 78 90
16905
YiyangLi
Twilio MCP Server ⚡ Claim 2 4
A Model Context Protocol server that enables Claude and other AI assistants to …
F 25 5⁄5 ◉ ⏳ 51 61 — 40 74 100
16906
trilogy-group
Enables AI applications to integrate with YouTube-Summarizer's APIs through the…
F 25 5⁄4 ◉ ⏳ 66 25 N/A 23 90 98
16907
ma3u
Dust MCP Server ⚡ Claim 1
A TypeScript-based MCP server that enables advanced agent conversations and wor…
F 25 5⁄5 ◉ ⏳ 78 68 — 30 77 98
16908
yangsenessa
Provides voice recognition and text extraction capabilities with support for bo…
F 25 5⁄5 ◉ ⏳ 48 20 — 36 64 87
16909
TripQi
Fast Context MCP ⚡ Claim 2 3
Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-…
F 25 5⁄4 ◉ ⏳ 86 71 N/A 50 88 94
16910
edgedelta
edgedelta-mcp-server ⚡ Claim 1
F 25 5⁄5 ◉ ⏳ 92 38 — 61 76 88
16911
mcp2everything
mcp2mqtt ⚡ Claim 1 2
Links IoT devices to AI large models using the MCP and MQTT protocols, enabling…
F 25 5⁄5 ◉ ⏳ 90 68 — 45 80 61
16912
FacundoLucci
plsreadme ⚡ Claim 1 2
Share markdown files and text as clean, readable web links via `plsreadme_share…
F 25 6⁄6 ◉ ⏳ 78 100 98 71 78 96
16913
georgi-io
Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model…
F 25 5⁄5 ◉ ⏳ 54 63 — 26 80 80
16914
20Youssef10
Enables AI agents to programmatically access Google NotebookLM through browser …
F 25 5⁄5 ◉ ⏳ 54 0 — 30 71 99
16915
Xxx00xxX33
Enables cloud browser automation through Browserbase and Stagehand, allowing LL…
F 25 5⁄5 ◉ ⏳ 84 71 — 50 78 91
16916
kvncampos
nautobot_mcp ⚡ Claim 2
A Model Context Protocol (MCP) server for interacting with Nautobot APIs using …
F 25 6⁄4 ◉ ⏳ 94 67 0 77 87 95
16917
pipseedai
Enables AI agents to interact with GitHub repositories through the GitHub REST …
F 25 5⁄5 ◉ ⏳ 90 63 — 55 77 96
16918
mirecekd
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
F 25 5⁄5 ◉ ⏳ 61 43 — 52 82 95
16919
Stonewater-Digital
Snowdrop MCP Claim 1 2
Provides 667 specialized tools for financial and operational tasks, including f…
F 25 6⁄6 ◉ ⏳ 96 66 96 28 76 89
16920
jghiringhelli
ForgeCraft ⚡ Claim 1
Production engineering standards for AI coding assistants. Setup once, remove w…
F 25 5⁄5 ◉ ⏳ 66 100 N/A 59 92 53
16921
doobidoo
mcp-memory-service ⚡ Claim 1
Universal memory service providing semantic search, persistent storage, and aut…
F 25 5⁄4 ◉ ⏳ 90 43 N/A 98 88 94
16922
tmdaidevs
Provides live optimization analysis and health checks for Microsoft Fabric item…
F 25 5⁄5 ◉ ⏳ 78 71 — 36 76 96
16923
osdeibi
MCP-Typebot ⚡ Claim 1
Powerful Model Context Protocol server for managing Typebot chatbots, enabling …
F 25 5⁄4 ◉ ⏳ 66 72 N/A 28 89 91
16924
kiwamizamurai
mcp-kibela-server ⚡ Claim 1 2
📇 ☁️ Powerfully interact with Kibela API.
F 25 5⁄4 ◉ ⏳ 84 65 N/A 63 89 96
16925
linancn
TianGong-LCA-MCP Server ⚡ Claim 1 4
A Model Context Protocol server that supports both STDIO and SSE protocols for …
F 25 5⁄5 ◉ ⏳ 57 100 — 49 78 37
16926
AshikNesin
Pushover MCP ⚡ Claim 1
A Model Context Protocol implementation that enables AI agents to send notifica…
F 25 5⁄5 ◉ ⏳ 72 61 — 49 82 92
16927
CursorTouch
Windows-MCP ⚡ Claim 2 3
An MCP Server for computer-use in Windows OS
F 25 6⁄6 ◉ ⏳ 65 66 0 78 69 90
16928
KBB99
mcp-registry-server ⚡ Claim 1 3
Easily find MCP servers using our MCP registry. Search with natural language.
F 25 5⁄4 ◉ ⏳ 78 55 N/A 40 87 92
16929
pak3430
Enables unified management of reservations across multiple Korean platforms (Na…
F 25 5⁄5 ◉ ⏳ 68 41 — 24 80 99
16930
SmoothSend
SmoothSend MCP Server ⚡ Claim 1
Enables AI assistants to help developers integrate gasless transactions on the …
F 25 5⁄5 ◉ ⏳ 84 67 — 30 82 97
16931
RomanGod6
Enables automated browser testing of web applications using Playwright, support…
F 25 5⁄4 ◉ ⏳ 94 56 N/A 16 90 100
16932
BitePro
Chrome Debugger MCP ⚡ Claim 2
Chrome breakpoint debugging MCP server for inspecting runtime values and steppi…
F 25 5⁄4 ◉ ⏳ 60 67 N/A 55 90 98
16933
Anirbandz
Chrome DevTools MCP ⚡ Claim 1
Enables AI coding assistants to control and inspect a live Chrome browser for a…
F 25 5⁄4 ◉ ⏳ 72 25 N/A 71 90 97
16934
fredpsantos33
mcp-iteratools ⚡ Claim 1 2
Multi-tool API for AI agents with MCP support: image generation (Flux), web scr…
F 25 5⁄5 ◉ ⏳ 90 82 N/A 33 87 43
16935
mikeysrecipes
Bilibili MCP ⚡ Claim 1
Enables searching for Bilibili videos through a standardized MCP interface, ret…
F 25 5⁄5 ◉ ⏳ 72 58 — 29 80 77
16936
Sunwood-ai-labs
Luma MCP Server Claim 1 3
A server that provides Luma AI's video generation API as the Model Context Prot…
F 25 5⁄5 ◉ ⏳ 72 72 — 20 80 100
16937
PipedreamHQ
pipedream Claim 1
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your…
F 25 5⁄5 ◉ ⏳ 88 41 — 52 77 75
16938
FractionEstate
Midnight + Next.js MCP ⚡ Claim 1 2
Unified MCP server for Midnight blockchain development and Next.js dApps.
F 25 5⁄5 ◉ ⏳ 100 82 N/A 52 81 56
16939
Upsonic
Upsonic ⚡ Claim 1
Build autonomous AI agents in Python.
F 25 5⁄4 ◉ ⏳ 86 38 N/A 80 87 84
16940
PSPDFKit
nutrient-dws-mcp-server ⚡ Claim 1 2
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OC…
F 25 5⁄5 ◉ ⏳ 69 68 — 64 76 88
16941
ezbiz-services
AI-powered social media analytics tools that enable profile analysis, engagemen…
F 25 6⁄6 ◉ ⏳ 100 86 95 67 77 91
16942
AidenYangX
mapbox-mcp-server ⚡ Claim 1 4
MCP Server for the Mapbox API.
F 25 5⁄5 ◉ ⏳ 77 62 — 39 76 90
16943
eyaab
CV Resume Builder MCP ⚡ Claim 1 2
Automatically generates and updates CVs/resumes by aggregating data from git co…
F 25 5⁄4 ◉ ⏳ 90 53 N/A 46 90 92
16944
holon-run
webmcp-bridge Claim 1
Bridge local MCP clients to browser WebMCP tools through Playwright, using nati…
F 25 5⁄5 ◉ ⏳ 96 67 N/A 69 82 93
16945
handaas
Provides comprehensive trademark information services, including fuzzy company …
F 25 6⁄6 ◉ ⏳ 60 37 0 18 76 63
16946
markswendsen-code
PetSmart MCP Server ⚡ Claim 1 2
Enables AI assistants to search for pet products, manage shopping carts, and bo…
F 25 5⁄5 ◉ ⏳ 86 56 — 30 76 93
16947
freelancernasimofficial
A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CL…
F 25 5⁄5 ◉ ⏳ 100 100 N/A 36 92 46
16948
hk4crprasad
A FastAPI server implementing the Model Context Protocol (MCP) for structured t…
F 25 5⁄5 ◉ ⏳ 54 25 — 26 74 93
16949
DLHellMe
Telegram MCP Server ⚡ Claim 1 2
A Model Context Protocol server that enables Claude to interact with Telegram c…
F 25 5⁄5 ◉ ⏳ 79 66 — 52 77 89
16950
xiaobenyang-com
Extract-Image ⚡ Claim 2
The MCP server offers the function of extracting images from local files and ur…
F 25 5⁄5 ◉ ⏳ 72 65 N/A 50 71 60
Showing 16901–16950 of 69182 servers
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