MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10501
samson-art
transcriptor-mcp ⚡ Claim 1
Transcriptor MCP is your choice when you need transcripts and metadata for AI, …
C 65 6⁄6 ◉ ⏳ 75 71 0 81 80 93
10502
nghiahsgs
An MCP server that enables AI agents to control a real Google Chrome instance u…
C 65 5⁄4 ◉ ⏳ 39 62 N/A 37 87 99
10503
laxmimerit
Provides access to real-time stock prices, financial statements, news, and opti…
C 65 5⁄5 ◉ ⏳ 68 26 — 59 80 97
10504
menyoung
paperqa-mcp-server ⚡ Claim
Give Claude the ability to read, search, and synthesize across your entire PDF …
C 65 5⁄4 ◉ ⏳ 60 32 N/A 43 92 97
10505
rsys-vtiwari
US NWS alerts by state and short-term (next 5 periods) point forecasts.
C 65 5⁄4 ◉ ⏳ 60 37 N/A 30 94 100
10506 C 65 5⁄4 ◉ ⏳ 66 28 N/A 30 95 100
10507
JuanSebastianGB
NPM Context Agent MCP ⚡ Claim 1
Provides comprehensive contextual information about npm packages including READ…
C 65 5⁄5 ◉ ⏳ 66 82 — 46 81 40
10508
ivelin-web
tempo-mcp-server ⚡ Claim 1
MCP server for managing Tempo worklogs in Jira
C 65 5⁄5 ◉ ⏳ 53 66 N/A 65 81 63
10509
sergey-fintech
Enables searching for files by name fragments via JSON-RPC or an HTTP REST API,…
C 65 5⁄5 ◉ ⏳ 72 91 — 16 81 46
10510
MusaddiqueHussainLabs
mhlabs_mcp_tools ⚡ Claim 1
An MCP server that provides text preprocessing, NLP components, and document an…
C 65 5⁄4 ◉ ⏳ 45 48 N/A 58 90 89
10511 C 65 5⁄4 ◉ ⏳ 72 25 N/A 39 90 98
10512
effieklimi
A Model Context Protocol server providing LLMs with access to the Ensembl genom…
C 65 5⁄5 ◉ ⏳ 81 65 — 50 81 40
10513
neatobandit0
Qt Pilot ⚡ Claim 1
An MCP server for headless Qt/PySide6 GUI testing that enables AI assistants to…
C 65 5⁄4 ◉ ⏳ 53 33 N/A 57 90 97
10514
rahulthedevil
Jira-Context-MCP ⚡ Claim
MCP server to provide Jira Tickets information to AI coding agents like Cursor
C 65 5⁄5 ◉ ⏳ 72 35 — 45 81 91
10515
qingyun-ag2
Giphy MCP Server ⚡ Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 65 5⁄4 ◉ ⏳ 60 50 N/A 21 95 90
10516
Comzee
A comprehensive MCP server that provides Claude AI with full access to YouTube …
C 65 6⁄6 ◉ ⏳ 84 71 0 64 81 91
10517
Samicostox
Generate and manage diagrams (class, ER, sequence, architecture) directly from …
C 65 6⁄6 ◉ ⏳ 86 71 0 51 81 100
10518
limehawk
Dokploy MCP Server ⚡ Claim
Enables AI models to interact programmatically with Dokploy servers to manage p…
C 65 5⁄5 ◉ ⏳ 48 58 — 39 82 99
10519
fegizii
Enables access to the Semantic Scholar Academic Graph API for searching and ret…
C 65 5⁄5 ◉ ⏳ 62 43 — 44 82 93
10520
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 5⁄5 ◉ ⏳ 60 61 — 26 81 90
10521
re-rank
Integrates Korea's government digital design system (KRDS) with AI assistants, …
C 65 5⁄4 ◉ ⏳ 72 56 N/A 26 95 62
10522
grafana
Grafana UI MCP Server ✓ ⚡ Claim
Provides AI assistants with comprehensive access to Grafana's React component l…
C 65 6⁄6 ◉ ⏳ 90 76 0 59 76 91
10523
commercetools
An MCP server that enables AI agents to interact with the commercetools Composa…
C 65 5⁄5 ◉ ⏳ 75 40 — 66 82 62
10524
LordMendes
lgpd-mcp ⚡ Claim 2
MCP Server para conformidade LGPD. Ferramentas de bases legais, consentimento, …
C 65 5⁄5 ◉ ⏳ 60 82 N/A 39 95 37
10525
mfteloglu
Spotify MCP Server ⚡ Claim
Enables control of Spotify playback and management of liked songs through natur…
C 65 5⁄4 ◉ ⏳ 60 35 N/A 41 90 100
10526
tzafrir
A FastMCP server implementation that provides a standardized interface for acce…
C 65 5⁄5 ◉ ⏳ 82 36 — 30 81 86
10527
simon-77
DigiKey MCP Server ⚡ Claim
Provides access to the DigiKey Product Search API v4, allowing users to search …
C 65 5⁄5 ◉ ⏳ 76 31 — 47 81 87
10528
ycyun
Exposes ABLESTACK MOLD API through MCP tools with the mold_\* namespace, enabli…
C 65 5⁄5 ◉ ⏳ 78 82 — 36 81 30
10529
JoseTapiaUex
An advanced MCP server that enables asynchronous downloading of YouTube videos …
C 65 5⁄4 ◉ ⏳ 60 33 N/A 42 95 96
10530
jimmyjoe009
OpenF1 MCP Server ⚡ Claim
Enables access to Formula 1 data from the openF1.org API, including driver info…
C 65 5⁄5 ◉ ⏳ 84 28 — 19 83 100
10531
AnGrY-Althaf
Provides access to over 40 industry-standard penetration testing tools, includi…
C 65 5⁄4 ◉ ⏳ 78 33 N/A 28 90 85
10532
NautilusOSS
Tinyman MCP Server ⚡ Claim 2
An MCP server that enables interaction with the Tinyman AMM DEX on the Algorand…
C 65 5⁄5 ◉ ⏳ 45 56 — 53 82 95
10533
Python51888
PySqlitMCP ⚡ Claim
Enables comprehensive SQLite database management through natural language inclu…
C 65 5⁄4 ◉ ⏳ 62 22 N/A 60 95 89
10534
saurabhsharma2u
search-console-mcp ⚡ Claim 1
An MCP server to interact with Google Search Console and Bing Webmasters.
C 65 5⁄4 ◉ ⏳ 49 38 N/A 80 83 87
10535
formulahendry
MCP Server for MCP Registry to discover and search for available MCP servers in…
C 65 5⁄4 ◉ ⏳ 47 61 N/A 33 92 91
10536
kylastech
Kylas CRM MCP Server ⚡ Claim 1
Model Context Protocol server for Kylas CRM lead operations, enabling lead crea…
C 65 5⁄4 ◉ ⏳ 53 43 — 64 83 90
10537
sapientpants
DeepSource MCP Server ⚡ Claim 1
A Model Context Protocol server that integrates with DeepSource to provide AI a…
C 65 5⁄5 ◉ ⏳ 81 41 — 79 84 40
10538
lars-hagen
MCP Playwright CDP ⚡ Claim 2
Enables LLMs to perform browser automation through the Playwright framework wit…
C 65 5⁄5 ◉ ⏳ 78 82 — 35 71 46
10539
anhhung04
Enables AI assistants to perform detailed DNS reconnaissance through natural la…
C 65 5⁄5 ◉ ⏳ 68 43 — 25 81 99
10540
hiono
MCP-CMake ⚡ Claim
A Gradio-based MCP server for comprehensive CMake project management that enabl…
C 65 5⁄5 ◉ ⏳ 62 56 — 35 81 88
10541
yaoxiaolinglong
A Model Context Protocol server that enables AI models to interact with both My…
C 65 5⁄5 ◉ ⏳ 63 82 — 46 81 46
10542
mogharsallah
texterify-mcp ⚡ Claim 1
An MCP server that provides LLM agents with full access to the Texterify transl…
C 65 5⁄5 ◉ ⏳ 51 43 — 68 81 92
10543
aldrin-labs
Metal MCP Server ⚡ Claim 1
Enables interaction with the Metal Framework by providing documentation search …
C 65 5⁄5 ◉ ⏳ 78 53 — 13 80 89
10544
jezweb
Enables AI assistants to search, validate, and retrieve Australian postcode and…
C 65 5⁄5 ◉ ⏳ 78 35 — 22 84 98
10545
Aeven-AI
Nano Banana ⚡ Claim
Generate, edit, and restore images using natural language prompts through the G…
C 65 6⁄6 ◉ ⏳ 80 67 0 73 81 96
10546
itsPatH
A simple educational MCP server implemented in Node.js that allows users to fet…
C 65 5⁄5 ◉ ⏳ 60 50 — 38 81 93
10547
9nate-drake
mcp-yfinance ⚡ Claim 2
MCP Server for fething yfinance financial data into Claude Desktop
C 65 5⁄4 ◉ ⏳ 75 50 N/A 11 91 83
10548
chrishart0
searchconsole-mcp ⚡ Claim
Provides read-only access to Google Search Console data, allowing AI assistants…
C 65 5⁄5 ◉ ⏳ 64 32 — 48 83 97
10549
rigzindorje
An auto-generated Model Context Protocol Server that enables interaction with G…
C 65 5⁄4 ◉ ⏳ 60 50 N/A 21 95 93
10550
Danushkumar-V
An MCP server that integrates with Discord to provide AI-powered features.
C 65 6⁄6 ◉ ⏳ 81 75 0 53 80 99
Showing 10501–10550 of 69093 servers
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