MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3401
stevengonsalvez
A lightweight, file-based server for managing and serving personal prompt templ…
B 76 5⁄4 ◉ ⏳ 72 65 N/A 57 90 94
3402
LetsFG
LetsFG ⚡ Claim
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
B 76 5⁄5 ◉ ⏳ 100 41 — 66 80 92
3403
aiurda
DevContext ⚡ Claim 1
Provides persistent, project-centric context awareness for AI assistants using …
B 76 5⁄5 ◉ ⏳ 96 100 N/A 46 81 41
3404
zerodustxyz
zerodust Claim
Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
B 76 5⁄4 ◉ ⏳ 78 71 N/A 41 83 100
3405
scottmreed
ChemCP ⚡ Claim
MCP App that renders 2D molecular structures from SMILES using RDKit.js
B 76 5⁄4 ◉ ⏳ 72 70 N/A 41 90 100
3406
Noacodenoobe
Draw.io MCP Server ⚡ Claim
Enables programmatic creation and management of draw.io diagrams through MCP to…
B 76 5⁄4 ◉ ⏳ 78 56 N/A 52 95 96
3407
shenchensucc
Chen's AI Copy ⚡ Claim
A personal digital twin MCP server that manages professional context, including…
B 76 5⁄4 ◉ ⏳ 90 56 N/A 35 90 99
3408
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 6⁄6 ◉ ⏳ 71 71 98 33 82 92
3409
smaniches
Provides direct access to 200M+ academic papers from Semantic Scholar, enabling…
B 76 5⁄4 ◉ ⏳ 66 77 N/A 50 94 91
3410
r-pedraza
Enables comprehensive translation management through POEditor's API with projec…
B 76 5⁄5 ◉ ⏳ 72 68 — 55 81 100
3411
iExecBlockchainComputing
iExec MCP Server ⚡ Claim 1
An MCP server that enables AI agents to interact with the iExec protocol for co…
B 76 5⁄4 ◉ ⏳ 75 68 N/A 55 87 92
3412
dvvincent
VergeOS MCP Server ⚡ Claim 2
Enables AI assistants to manage and monitor VergeOS virtualization platforms th…
B 76 5⁄5 ◉ ⏳ 86 100 — 45 81 53
3413
jen6
ticktick-mcp ⚡ Claim
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…
B 76 5⁄5 ◉ ⏳ 90 72 — 33 82 91
3414
lxman
Safari MCP Server ⚡ Claim 1
Provides AI assistants with Safari browser automation and developer tools acces…
B 76 5⁄4 ◉ ⏳ 90 56 N/A 42 87 95
3415
nickweedon
A template project for building Model Context Protocol servers with FastMCP fra…
B 76 5⁄5 ◉ ⏳ 80 82 — 27 81 95
3416
jonnyblankinship
Enables control of Philips Hue lights via Bluetooth LE directly from Claude, wi…
B 76 4⁄4 ◉ ⏳ 60 N/A N/A 47 95 97
3417
paschmaria
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
B 76 5⁄5 ◉ ⏳ 82 74 — 35 82 99
3418
sandraschi
Enables comprehensive Windows system management through Claude Desktop, includi…
B 76 5⁄5 ◉ ⏳ 48 82 N/A 67 95 92
3419
lee3604
Turns an Obsidian vault into a local Model Context Protocol server that allows …
B 76 5⁄4 ◉ ⏳ 74 71 N/A 41 89 96
3420
samihalawa
Google Ads MCP Server ⚡ Claim 1
Enables programmatic management of Google Ads campaigns, allowing users to moni…
B 76 5⁄5 ◉ ⏳ 94 100 — 49 81 41
3421
ahonn
A server that provides access to Google Search Console data through the Model C…
B 76 5⁄5 ◉ ⏳ 88 70 — 35 81 94
3422
Mazchoo
Enables semantic search across documents and code repositories using RAG (Retri…
B 76 5⁄4 ◉ ⏳ 96 52 N/A 25 95 96
3423
Kashyap-AI-ML-Solutions
Webex MCP Server ⚡ Claim 2
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
B 76 5⁄5 ◉ ⏳ 100 82 — 54 81 48
3424
rubenayla
partle-mcp Claim
Search products and stores in nearby physical stores. Find what you need locall…
B 76 5⁄5 ◉ ⏳ 70 86 — 43 81 93
3425
michsob
PowerPlatform MCP ⚡ Claim
A Model Context Protocol (MCP) server that provides intelligent access to Power…
B 76 5⁄5 ◉ ⏳ 80 68 — 55 82 92
3426
MCPCat
webmcp-react ⚡ Claim
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
B 76 5⁄4 ◉ ⏳ 67 61 N/A 59 95 100
3427
Py2755
aiogram-mcp ⚡ Claim 1
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
B 76 5⁄4 ◉ ⏳ 69 63 N/A 80 83 92
3428
IncomeStreamSurfer
Enables AI assistants to maintain persistent project context across sessions by…
B 76 5⁄5 ◉ ⏳ 78 91 — 43 81 77
3429
MaxwellCalkin
Provides access to satellite tracking data from N2YO, allowing users to query s…
B 76 5⁄5 ◉ ⏳ 94 100 — 43 81 42
3430
tohachan
Bridges LLMs and diagram creation by providing intelligent format selection, fo…
B 76 5⁄5 ◉ ⏳ 76 62 — 71 81 90
3431
jimmcq
Provides cryptographically secure random dice rolls for AI assistants, supporti…
B 76 5⁄5 ◉ ⏳ 71 95 — 26 81 94
3432
jessefreitas
MCP Memory Server ⚡ Claim 1
Provides persistent memory functionality for AI conversations by creating, mana…
B 76 5⁄4 ◉ ⏳ 72 72 N/A 47 92 93
3433
amotivv
This MCP server provides tools for interacting with Cloudflare Browser Renderin…
B 76 5⁄5 ◉ ⏳ 96 53 — 45 80 99
3434
browserstack
mcp-server ⚡ Claim 1
BrowserStack's Official MCP Server
B 76 5⁄5 ◉ ⏳ 68 82 N/A 78 95 55
3435
n3s-online
Enables AI assistants to search YouTube videos using the official YouTube Data …
B 76 5⁄5 ◉ ⏳ 84 62 — 47 80 100
3436
AccelByte
AGS API Claim
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
B 76 5⁄5 ◉ ⏳ 96 42 — 67 76 96
3437
shibing624
Enables execution of Python code in a safe environment, including running scrip…
B 76 5⁄5 ◉ ⏳ 66 82 — 48 81 98
3438
0GiS0
A TypeScript-based MCP server that implements a simple note-taking system using…
B 76 5⁄4 ◉ ⏳ 84 65 N/A 22 95 100
3439
MohamedElashri
An MCP server that connects LLMs to CERN GitLab to discover and analyze High En…
B 76 5⁄5 ◉ ⏳ 77 67 — 52 83 96
3440
Hor1zonZzz
Terminal MCP ⚡ Claim
Enables management of visible, interactive terminal sessions across platforms (…
B 76 5⁄5 ◉ ⏳ 66 82 N/A 29 95 97
3441
nunolima
Searchable access to GitLab documentation from multiple repositories with full-…
B 76 5⁄5 ◉ ⏳ 62 82 N/A 45 95 92
3442
LinXueyuanStdio
Academic MCP ⚡ Claim
Enables users to search, download, and read academic papers from multiple platf…
B 76 5⁄5 ◉ ⏳ 82 71 — 48 82 87
3443
AgentX-ai
Mailchimp MCP Server ⚡ Claim 1
A Model Context Protocol server that provides read-only access to Mailchimp's M…
B 76 5⁄4 ◉ ⏳ 75 65 N/A 41 95 98
3444
iwanghc
Google Search Tool ⚡ Claim
Enables AI assistants to perform real-time Google searches with anti-bot protec…
B 76 5⁄5 ◉ ⏳ 94 75 — 34 81 82
3445
bcharleson
Plays sound effects when Cursor AI completes code generation, providing audio f…
B 76 5⁄5 ◉ ⏳ 66 87 N/A 20 95 100
3446
snahrup
Enables AI assistants to interact with Microsoft Fabric and Power BI services t…
B 76 5⁄5 ◉ ⏳ 94 58 — 39 81 98
3447
kasanova-io
Kaspa MCP ⚡ Claim
Enables users to manage Kaspa wallets, check balances, and send KAS tokens dire…
B 76 5⁄4 ◉ ⏳ 68 63 N/A 54 92 100
3448
Cicatriiz
pophive-mcp-server ⚡ Claim 1
*Featured on Claude!* MCP server for accessing near real-time health data from …
B 76 5⁄5 ◉ ⏳ 94 82 N/A 64 81 48
3449
takiguchi-yu
Enables AI assistants to control Google Workspace services (Slides, Sheets, Dri…
B 76 5⁄4 ◉ ⏳ 65 71 — 51 92 100
3450
prefrontal-systems
Sub-Agents MCP ⚡ Claim 1
Enables the creation and execution of task-specific AI sub-agents defined in ma…
B 76 5⁄4 ◉ ⏳ 84 58 N/A 51 92 91
Showing 3401–3450 of 69007 servers
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