MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3401
metricool
mcp-metricool Claim
mcp-metricool
B 76 55 70 82 49 81 95
3402
xiaolai
Provides intelligent manuscript analysis and writing assistance for markdown pr…
B 76 55 84 91 N/A 60 95 38
3403
0GiS0
A TypeScript-based MCP server that implements a simple note-taking system using…
B 76 54 84 65 N/A 22 95 100
3404
riker-t
Enables AI assistants to access Ramp's developer documentation and API schemas …
B 76 54 92 58 N/A 23 95 97
3405
jessebautista
MCP-openproject
B 76 66 84 76 85 28 78 94
3406
raykuonz
Slidev MCP Server Claim
Enables AI agents to create professional Slidev presentations and export them t…
B 76 54 78 65 N/A 38 95 97
3407
paschmaria
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
B 76 55 82 74 35 82 99
3408
joelmnz
Enables AI agents to save, search, and manage markdown-based research articles …
B 76 55 100 37 66 81 95
3409
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 55 86 100 49 83 48
3410
Yukuiii
mysql_mcp Claim
B 76 54 90 68 N/A 29 88 89
3411
trainmyagent
MachineHearts Claim 1
MCP server that gives AI agents the ability to discover, match with, and build …
B 76 54 78 75 47 83 90
3412
talvinder
Carrot AI PM Claim 1
Spec-driven development tool for AI coding assistants that generates specs, val…
B 76 54 84 66 N/A 55 90 76
3413
AccelByte
AGS API Claim
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
B 76 55 96 42 67 76 96
3414
Echoqili
SSH LICCO MCP Server Claim 1
SSH Model Context Protocol Server - Enable SSH functionality for AI models
B 76 54 86 46 N/A 70 89 91
3415
elvismdev
Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j kn…
B 76 55 96 36 N/A 79 78 92
3416
iwanghc
Google Search Tool Claim
Enables AI assistants to perform real-time Google searches with anti-bot protec…
B 76 55 94 75 34 81 82
3417
eniayomi
GCP MCP Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
B 76 54 79 62 N/A 47 95 90
3418
code-alchemist01
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
B 76 55 90 100 N/A 39 95 38
3419
Developerayo
Concordium mcp-sever for interacting with the concordium chain
B 76 55 96 57 41 81 95
3420
wolfyy970
Enables LLMs to autonomously retrieve and explore web content by fetching pages…
B 76 55 90 65 43 80 94
3421
oregpt
Enables comprehensive interaction with Google Docs and Google Drive through AI …
B 76 54 66 73 N/A 47 95 94
3422
vicpeacock
Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search…
B 76 55 88 67 31 83 100
3423
mendeel
Mixpanel MCP Claim
A server that interfaces with the Mixpanel API, allowing users to query events …
B 76 55 90 65 43 81 90
3424
DeveloperZo
Enables batch audio processing and optimization using FFmpeg with preset config…
B 76 54 78 65 N/A 46 92 91
3425
jochiang
Voice MCP Claim
Enables voice interaction with Claude Code through local speech-to-text (Whispe…
B 76 54 90 58 N/A 30 95 93
3426
ariroffe72
MCP server providing Jewish prayer times (zmanim) calculations for any location…
B 76 54 72 65 N/A 49 95 93
3427
lkm1developer
HubSpot MCP Server Claim
A server implementation that enables AI assistants to interact with HubSpot CRM…
B 76 55 78 66 48 82 99
3428
Ansvar-Systems
icelandic-law-mcp Claim
Icelandic legislation via MCP — full-text search across statutes and provisions
B 76 55 86 43 N/A 88 83 85
3429
Albiemark
A Model Context Protocol server that enables AI applications to interact with D…
B 76 55 81 67 44 80 100
3430
kopfrechner
gitlab-mr-mcp Claim
Interact seamlessly with issues and merge requests of your GitLab projects.
B 76 55 70 67 65 80 99
3431
prefrontal-systems
Sub-Agents MCP Claim 1
Enables the creation and execution of task-specific AI sub-agents defined in ma…
B 76 54 84 58 N/A 51 92 91
3432
tcarac
taskboard Claim
Local project management with Kanban UI, CLI, and MCP server for AI assistants.…
B 76 54 94 31 N/A 81 87 92
3433
jen6
ticktick-mcp Claim
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…
B 76 55 90 72 33 82 91
3434
treza-labs
treza Claim
Manage secure enclaves (TEEs) with attestation, payments, and signing for AI ag…
B 76 55 68 73 N/A 65 82 95
3435
JBR90
Gmail MCP Server Claim
Enables AI assistants to manage Gmail by reading unread emails with automatic c…
B 76 54 78 70 N/A 27 95 100
3436
PsychArch
Minimax MCP Tools Claim 1
An MCP server implementation that integrates with Minimax API to provide AI-pow…
B 76 55 63 73 78 81 91
3437
BUGG1N
Cortex MCP Server Claim
Cortex MCP provides AI agents with long-term portfolio memory by transforming p…
B 76 55 94 82 N/A 59 95 39
3438
hoyoun86
MCP Python SDK Claim
A Python implementation of the Model Context Protocol that enables applications…
B 76 55 78 66 60 81 90
3439
Anandb71
arbor Claim
The Graph-Native Intelligence Layer for Code.
B 76 54 96 22 N/A 77 95 91
3440
waspeer
Tweek MCP Server Claim 1
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
B 76 55 77 73 45 82 99
3441
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
3442
LetsFG
LetsFG Claim
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
B 76 55 100 41 66 80 92
3443
199-mcp
mcp-kling Claim 1
🎬 The FIRST MCP server for Kling AI video generation! Generate stunning AI vide…
B 76 55 94 100 N/A 45 81 42
3444
CaesarYangs
A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and inte…
B 76 54 100 41 N/A 42 95 94
3445
punkpeye
A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.
B 76 55 72 100 N/A 65 95 40
3446
damonxue
OSSInsight MCP Server Claim 1
Provides GitHub data analysis for repositories, developers, and organizations, …
B 76 55 90 100 39 81 51
3447
KazKozDev
Provides semantic editing tools for Markdown files, allowing structured manipul…
B 76 54 96 30 N/A 70 90 94
3448
ComputingVictor
MCP-BOE Claim 2
Enables LLMs like Claude to query the official Spanish BOE API for consolidated…
B 76 55 84 91 47 92 53
3449
BenedatLLC
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
B 76 55 90 57 48 81 99
3450
mimen
Provides read-only access to local Beeper message history on macOS, enabling us…
B 76 54 94 58 N/A 16 95 100
Showing 3401–3450 of 66402 servers
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