MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9151
SidneyBissoli
cid10-br-mcp ⚡ Claim 2
MCP Server for Brazilian ICD-10 (DATASUS) - International Classification of Dis…
C 68 5⁄4 ◉ ⏳ 47 61 N/A 47 94 93
9152
cbunting99
Kiro MCP Memory ⚡ Claim
An enhanced MCP server that provides intelligent memory and task management for…
C 68 5⁄4 ◉ ⏳ 70 33 N/A 41 95 100
9153
Vanshika-Rana
Provides AI assistants with access to Payman's documentation, helping developer…
C 68 5⁄5 ◉ ⏳ 66 100 N/A 16 95 44
9154
xinmu-wyb
Enables AI assistants to intelligently fetch, parse, search, and rank resumes f…
C 68 5⁄5 ◉ ⏳ 72 56 — 25 81 94
9155
StuMason
Enables interaction with Coolify applications and resources through the Coolify…
C 68 5⁄5 ◉ ⏳ 50 82 — 31 81 90
9156
isakskogstad
Kolada MCP Server ⚡ Claim
Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municip…
C 68 6⁄6 ◉ ⏳ 88 76 0 71 82 93
9157
nicobailon
Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code…
C 68 5⁄5 ◉ ⏳ 72 72 — 24 81 80
9158
sbraind
MCP Lite Wrappers ⚡ Claim
Lightweight MCP wrappers that consolidate multiple tools from services like Sup…
C 67 5⁄5 ◉ ⏳ 96 37 — 32 80 77
9159
GJakobi
Hatchet MCP Server ⚡ Claim 1
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
C 67 5⁄5 ◉ ⏳ 82 37 — 27 82 97
9160
rpavez
MCP Remote Server ⚡ Claim
Enables execution of SSH commands on remote servers and management of Google Cl…
C 67 5⁄4 ◉ ⏳ 78 42 N/A 24 90 93
9161
hyperb1iss
django-mcp ⚡ Claim
Bridges Django applications with AI assistants by implementing the Model Contex…
C 67 5⁄4 ◉ ⏳ 82 27 — 49 95 75
9162
lyw405
Enables AI-driven frontend component design and code generation from natural la…
C 67 5⁄4 ◉ ⏳ 90 26 N/A 25 95 87
9163
aiforhumans
Provides essential utility tools for text processing, file operations, hashing,…
C 67 5⁄4 ◉ ⏳ 72 27 N/A 46 95 94
9164
Pantainos-Toolkit
Integrates with Perplexity's API to provide web search and AI-powered answers w…
C 67 5⁄5 ◉ ⏳ 60 68 — 30 80 89
9165
YakupAtahanov
SuperMCP Server ⚡ Claim
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
C 67 5⁄5 ◉ ⏳ 72 33 — 48 81 98
9166
esneyder
ApiColombiaMCP Claim 1
Provides comprehensive information about Colombia including departments, region…
C 67 5⁄5 ◉ ⏳ 72 87 — 26 81 55
9167
alex-gon
The Game Crafter ⚡ Claim 1
Design, manage, and price tabletop games on The Game Crafter via MCP.
C 67 5⁄4 ◉ ⏳ 88 0 N/A 80 77 99
9168
rohinigaonkar
Implements a math agent using Model Control Protocol that performs mathematical…
C 67 5⁄4 ◉ ⏳ 86 31 N/A 16 95 93
9169
sebotic
cdk_pywrapper ⚡ Claim
A Python wrapper for the Chemistry Development Kit (CDK)
C 67 5⁄4 ◉ ⏳ 84 26 N/A 40 87 93
9170
zboralski
Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orc…
C 67 5⁄4 ◉ ⏳ 72 56 N/A 68 90 49
9171
hyen43
A server built with mcp-framework that allows users to extend Claude's capabili…
C 67 5⁄5 ◉ ⏳ 92 100 — 23 82 12
9172
veonua
smartthings-mcp ⚡ Claim
A lightweight server for Samsung SmartThings, offering tools to manage devices …
C 67 5⁄5 ◉ ⏳ 50 66 — 42 81 93
9173
CesarRL23
Enables CRUD operations on student records via REST API and MCP interface, with…
C 67 4⁄4 ◉ ⏳ 44 N/A N/A 29 95 98
9174
zzstoatzz
Enables interaction with Tangled, a git collaboration platform built on AT Prot…
C 67 5⁄5 ◉ ⏳ 92 66 — 54 81 28
9175
neal3000
MCP Media Server ⚡ Claim
Enables browsing and playing media files from a local Movies directory through …
C 67 5⁄4 ◉ ⏳ 78 36 N/A 25 95 92
9176
Dwhyte
An MCP server that provides tools to query and interact with MongoDB user colle…
C 67 5⁄4 ◉ ⏳ 63 52 N/A 21 95 93
9177
Adrie-coder
A server that assists users in finding electronic components compatible with JL…
C 67 5⁄4 ◉ ⏳ 62 50 N/A 56 90 75
9178
getsentry
XcodeBuildMCP ⚡ Claim
XcodeBuildMCP provides tools for Xcode project management, simulator management…
C 67 5⁄5 ◉ ⏳ 96 0 N/A 88 81 75
9179
nikoko107
Provides access to French public data through data.gouv.fr, IGN cartographic se…
C 67 5⁄5 ◉ ⏳ 72 62 — 19 81 89
9180
sparfenyuk
A bridge allowing Claude Desktop to access Telegram chats and messages via the …
C 67 5⁄5 ◉ ⏳ 74 36 — 55 81 86
9181
chenyeju295
Enables AI-powered image generation using Volcengine's Doubao model with custom…
C 67 5⁄5 ◉ ⏳ 74 51 — 25 80 96
9182
jyjune
mcp_vms Claim
A Model Context Protocol (MCP) server designed to connect to a CCTV recording p…
C 67 5⁄4 ◉ ⏳ 70 31 N/A 45 87 100
9183
tuanle96
mcp-odoo ⚡ Claim 2
Production-grade MCP server for Odoo ERP (16-19) with zero Odoo-side install. 2…
C 67 5⁄5 ◉ ⏳ 51 62 N/A 67 80 79
9184
roadwy
cve-search_mcp ⚡ Claim
A Model Context Protocol (MCP) server for querying the CVE-Search API. This ser…
C 67 5⁄4 ◉ ⏳ 64 31 N/A 48 95 98
9185
SecretiveShell
MCP Windows ⚡ Claim
Windows integration MCP server that enables Claude to interact with Windows sys…
C 67 5⁄4 ◉ ⏳ 68 30 N/A 44 95 96
9186
tonypan2
An MCP server that enables AI agents like Claude to play Minesweeper through na…
C 67 5⁄5 ◉ ⏳ 71 82 N/A 27 95 43
9187
chongdashu
unreal-mcp Claim
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control…
C 67 5⁄4 ◉ ⏳ 78 43 N/A 22 92 87 C
9188
Cyreslab-AI
ExploitDB MCP Server ⚡ Claim 3
A Model Context Protocol server that enables AI assistants to search and retrie…
C 67 5⁄5 ◉ ⏳ 63 91 — 45 80 46
9189
JanJetze
android-emulator-mcp ⚡ Claim 1
An MCP server for managing local Android Virtual Devices (AVDs) and their lifec…
C 67 5⁄4 ◉ ⏳ 47 42 N/A 64 92 98
9190
amanasmuei
Luno MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for AI m…
C 67 5⁄5 ◉ ⏳ 63 60 — 29 78 98
9191
gemyago
A simple TypeScript MCP server that provides two tools: one for greeting users …
C 67 5⁄5 ◉ ⏳ 86 83 — 23 81 42
9192
cybairfly
codify-mcp ⚡ Claim
Easily create reusable automation tools from casual browser actions using Apify…
C 67 5⁄4 ◉ ⏳ 94 70 N/A 54 83 19
9193
tetsuo-ai
grok-api-mcp ⚡ Claim 2
An MCP server that provides comprehensive xAI/Grok API documentation, allowing …
C 67 5⁄5 ◉ ⏳ 53 67 — 32 82 99
9194
erikhoward
adls-mcp-server ⚡ Claim 1
MCP Server for Azure Data Lake Storage. It can perform manage containers, read/…
C 67 5⁄5 ◉ ⏳ 53 43 — 62 82 100
9195
lucky-dersan
GitLab MCP Server ⚡ Claim
Provides GitLab integration for AI assistants using Model Context Protocol, ena…
C 67 5⁄5 ◉ ⏳ 66 66 — 19 77 98
9196
freakynit
one-mcp ⚡ Claim
A lightweight MCP server that enables intelligent tool management and semantic …
C 67 5⁄5 ◉ ⏳ 64 53 — 39 80 93
9197
PiQrypt
audit-trail ⚡ Claim 1
Cryptographic audit trail for AI agents. Sign, verify, export. GDPR/HIPAA/EU AI…
C 67 5⁄5 ◉ ⏳ 78 55 N/A 33 76 86
9198
hridayshah7
Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools ac…
C 67 5⁄5 ◉ ⏳ 84 42 — 33 76 92
9199
consolecowboy0
Race MCP Server ⚡ Claim
Enables AI-powered racing coaching and telemetry analysis for iRacing, providin…
C 67 5⁄5 ◉ ⏳ 84 74 N/A 22 95 41
9200
NSANTRA
Enables Claude to perform retrieval-augmented generation using LangChain, Chrom…
C 67 5⁄4 ◉ ⏳ 70 30 N/A 40 95 97
Showing 9151–9200 of 69070 servers
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