MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3401
nunolima
Searchable access to GitLab documentation from multiple repositories with full-…
B 76 55 62 82 N/A 45 95 92
3402
Lumenore-Platform
Provides AI assistants with access to Lumenore's analytics capabilities, enabli…
B 76 55 82 72 43 81 94
3403
getpara
Enables AI agents to create and manage MPC wallets across EVM, Solana, and Cosm…
B 76 55 90 72 29 83 94
3404
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
3405
KazKozDev
Provides semantic editing tools for Markdown files, allowing structured manipul…
B 76 54 96 30 N/A 70 90 94
3406
r-huijts
strava-mcp Claim 1
A Model Context Protocol (MCP) server that connects to Strava API, providing to…
B 76 54 79 71 61 75 93
3407
Cicatriiz
pophive-mcp-server Claim 1
*Featured on Claude!* MCP server for accessing near real-time health data from …
B 76 55 94 82 N/A 64 81 48
3408
chevyphillip
Enables AI agents to create, validate, and export UML system models using struc…
B 76 55 96 60 58 80 78
3409
CryptoAPIs-io
mcp-address-history Claim 3
MCP server for full transaction and token history on EVM and UTXO addresses via…
B 76 64 81 76 93 37 83 72
3410
Mazchoo
Enables semantic search across documents and code repositories using RAG (Retri…
B 76 54 96 52 N/A 25 95 96
3411
karanb192
HN-MCP Claim 1
Enables browsing Hacker News, searching discussions, analyzing users, and track…
B 76 55 82 100 55 81 52
3412
quartz-labs-dev
Pabal MCP Claim
Manages App Store Connect and Google Play Console metadata, releases, and ASO w…
B 76 54 94 53 N/A 32 95 95
3413
mrsknetwork
YouTube MCP Claim
Connect AI assistants to YouTube: search, transcripts, metadata, and more.
B 76 54 66 72 57 95 89
3414
ethanjyx
OpenBrand Claim
Extract brand assets (logos, colors, backdrop images, brand name) from any webs…
B 76 55 84 70 N/A 50 72 97
3415
AkibaAT
DDEV MCP Server Claim 1
Enables AI assistants to interact with DDEV local development environments by q…
B 76 54 84 68 N/A 35 90 91
3416
r-pedraza
Enables comprehensive translation management through POEditor's API with projec…
B 76 55 72 68 55 81 100
3417
Tommertom
awesome-ionic-mcp Claim
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
B 76 54 84 60 N/A 41 89 96
3418
Yukuiii
mysql_mcp Claim
B 76 54 90 68 N/A 29 88 89
3419
BearThreat
Imagen Claim
Image generation
B 76 54 90 68 27 90 90
3420
boezzz
An AI-powered companion that provides access to the RideWithGPS API, allowing y…
B 76 55 80 71 42 81 99
3421
aranej
Enables AI language models to interact with YouTube content through the YouTube…
B 76 55 96 66 32 80 93
3422
gurveeer
MCP Server Gemini Claim 1
A Model Context Protocol server that enables Claude Desktop and other MCP-compa…
B 76 55 81 72 46 81 92
3423
FusionpactTech
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, M…
B 76 54 90 28 N/A 78 95 90
3424
qpd-v
mcp-image-downloader Claim 2
Enables AI assistants to download images from URLs and perform basic image opti…
B 76 54 78 65 N/A 37 91 100
3425
fyllepo
qubic-mcp Claim 1
MCP server for the Qubic cryptocurrency — enabling AI assistants to interact wi…
B 76 54 63 61 78 90 95
3426
groxaxo
ZAI MCP Server Claim
Provides web search, content extraction, and AI summarization capabilities usin…
B 76 55 94 47 50 81 100
3427
takiguchi-yu
Enables AI assistants to control Google Workspace services (Slides, Sheets, Dri…
B 76 54 65 71 51 92 100
3428
AccelByte
Enables AI assistants to interact with AccelByte Gaming Services APIs through s…
B 76 55 96 42 67 76 96
3429
gabrielchua
Enables users to search for job opportunities in Singapore through the MyCareer…
B 76 55 84 65 45 81 95
3430
aleck31
Blogger MCP Server Claim 1
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
B 76 55 78 71 48 78 100
3431
Py2755
aiogram-mcp Claim 1
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
B 76 54 69 63 N/A 80 83 92
3432
PabloBispo
Enables WhatsApp integration through Evolution API, allowing users to send mess…
B 76 55 66 72 65 81 100
3433
browserstack
mcp-server Claim 1
BrowserStack's Official MCP Server
B 76 55 68 82 N/A 78 95 55
3434
usama-dtc
Salesforce MCP Server Claim 2
An MCP server implementation that integrates Claude with Salesforce, enabling n…
B 76 55 69 100 42 76 82
3435
vicpeacock
Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search…
B 76 55 88 67 N/A 31 83 100
3436
shawndrake2
Provides access to comprehensive U.S. economic data including GDP, personal inc…
B 76 55 96 66 27 80 97
3437
kopfrechner
gitlab-mr-mcp Claim
Interact seamlessly with issues and merge requests of your GitLab projects.
B 76 55 70 67 65 80 99
3438
jasonsum
Gmail MCP Server Claim 1
MCP server that integrates with Gmail to enable sending, reading, and managing …
B 76 55 86 61 44 81 98
3439
damonxue
OSSInsight MCP Server Claim 1
Provides GitHub data analysis for repositories, developers, and organizations, …
B 76 55 90 100 39 81 51
3440
akari2600
Provides AI assistants with structured access to complete Figma developer docum…
B 76 54 82 58 N/A 37 94 100
3441
pkolawa
Enables querying the Polish National Court Register (KRS) to retrieve current a…
B 76 54 74 62 53 95 92
3442
patrickdappollonio
Domain Tools (WHOIS + DNS)
B 76 55 70 60 73 83 100
3443
gitskyflux
Enables interactions with Google Cloud Tasks queues and tasks through natural l…
B 76 55 86 62 48 80 99
3444
BV-Venky
Generate beautiful Excalidraw architecture diagrams with auto-layout and compon…
B 76 54 82 37 N/A 74 96 92
3445
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 66 71 71 98 33 82 92
3446
Logos-Parthenos-AI
MCP-LinkedIn Claim
Dynamic tools to automate tasks on LinkedIn website.
B 76 55 88 63 45 81 96
3447
rykerwang
Automatically converts any OpenAPI specification into an MCP server, exposing a…
B 76 55 96 68 24 81 93
3448
adamanz
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 76 54 75 66 N/A 41 95 95
3449
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 55 86 100 49 83 48
3450
kajirita2002
honeycomb-mcp-server Claim 1
honeycomb-mcp-server
B 76 55 90 67 37 83 93
Showing 3401–3450 of 59385 servers
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