MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56351
Kallows
A Python-based server allowing seamless integration with JIRA for managing and …
N/A N/A 95
56352
aliyun
远程MCP服务,通过Model Context Protocol为AI应用提供阿里云数万个OpenAPI的无缝集成,支持Terraform、多账号、自定义OA…
56353
vodavafrike
Enables AI agents to search and discover data across SQLite and CSV sources thr…
N/A N/A
56354
FellowTraveler
An MCP server and CLI providing business, financial, and tax calculations inclu…
N/A N/A
56355
Mohit067
Enables management of expenses via SQLite database, including adding, listing, …
N/A N/A
56356
skdkfk8758
A comprehensive project management and workflow tracking system that integrates…
N/A N/A
56357
alesop95
Local MCP server that provides Italian legal assistance by querying a local cor…
N/A N/A
56358
Safae-az
MCP server providing data analytics tools for AI agents to load, clean, analyze…
N/A N/A
56359
michaelhologram
clutter-mcp Claim
A Model Context Protocol server that lets an AI agent drive the whole Clutter p…
56360
zsomtor
MCP server that wraps a personal task manager REST API, enabling Claude to read…
56361
nangchang
toss-invest Claim
Enables interaction with Toss Securities API for market data, stock information…
56362
ClementRingot
Enables AI agents to check real-time SAP object release status for ABAP Cloud a…
N/A N/A
56363
OCA-BE
A standalone MCP server for SAP ABAP development and customizing that connects …
56364
SuZiXunYue
Executes IDAPython scripts in IDA Pro through any MCP-compatible AI assistant, …
N/A N/A
56365
alfi-j
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
N/A N/A 95
56366
johnnikolo
posthog-mcp Claim
Enables AI agents to query PostHog analytics data directly via tool calls, incl…
56367
sakthivelchan89
Open-source AI governance toolkit — MCP servers & CLIs for scanning, auditing, …
N/A N/A 95
56368
mnbro
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
56369
sidebutton
computer-use Claim
Exposes Anthropic's computer-use action surface (screenshot, click, move, keybo…
N/A N/A
56370
qkiomat
Enables AI agents to interact with 1С:Enterprise and BAS ERP systems through RE…
56371
superboolgithub
MCP server for AI image generation supporting text-to-image and image-to-image …
N/A N/A
56372
Auxin-io
Miami Friend Claim
Ask anything and get friendly, Miami-flavored answers. Receive quick tips, expl…
N/A N/A 95
56373
hGf-hansheng
ca Claim
N/A N/A 95
56374
circuit-synth
MCP server for creating, modifying, and analyzing KiCAD schematic files using n…
N/A N/A
56375
confident-ai
Confident AI Claim
Connects AI-powered tools to the Confident AI platform for evaluating, observin…
56376
Adithyenkandasamy
Enables listing, reading, and searching local files and directories through MCP…
N/A N/A
56377
patrickoleary
Enables scientific data introspection and visualization of VTK datasets with fo…
N/A N/A
56378
Tai-DT
archify-mcp Claim
Analyzes project ideas and recommends suitable tech stacks, features, and archi…
N/A N/A
56379
qemqemqem
Connects your Amazing Marvin productivity system with AI assistants like Claude…
N/A N/A
56380
EnviralDesign
mcp-tts Claim
Adds text-to-speech capabilities to Cursor IDE, allowing your AI assistant to s…
N/A N/A 95
56381
gm2211
nexrad-mcp Claim
Enables AI clients to query raw NEXRAD Level II dual-pol radar data at any poin…
56382
meghavarshinikuamreshan
Enables LLMs to safely execute pandas code for data analysis and generate inter…
N/A N/A
56383
kedarsal09-lgtm
A simple MCP server that provides a 'hello' tool to return a personalized greet…
N/A N/A
56384
qa594741
Enables image generation and editing via third-party relay services. Returns lo…
N/A N/A
56385
zhentong520
wx4py-mcp Claim
MCP server for WeChat PC automation, enabling message sending, voice/video call…
N/A N/A
56386
zhaoran025
SmartDB MCP Claim
智能数据库查询 MCP 服务,支持在 AI 编程工具中用自然语言查询数据库。
N/A N/A
56387
closermethod
Interprets B2B buyer signals (hiring, funding, tech changes) into structured ou…
56388
KiboSoftware
Deprecated MCP server integrating with Kibo Commerce for product, order, custom…
N/A N/A
56389
gujung9139
sebit-mcp Claim
N/A N/A 95
56390
SFLuv
sfluv-mcp Claim
MCP server for SFLUV that exposes workflows, votes, and wallet data to AI agent…
56391
ravidsrk
marketintell Claim
AI analyst desk for stocks, options & crypto with sourced trade setups and a pu…
56392
bravos2k5
Exposes all Dokploy API endpoints as MCP tools, enabling AI models and other cl…
56393
Cesar514
scplus-mcp Claim
A local code-intelligence MCP server that provides structural, exact-query, rel…
N/A N/A
56394
Baneado98
Scans bank statements for zombie subscriptions and drafts cancellation, renegot…
56395
sbmilburn
nmap-mcp Claim
An nmap MCP server for AI-assisted network security auditing, providing 14 purp…
N/A N/A
56396
Gamecrazy
A TypeScript MCP server that lets ChatGPT and other MCP clients read and safely…
56397
tch1001
jarbobo Claim
Enables LLMs to draw interactive diagrams (architecture, sequence, class) insid…
N/A N/A
56398
soundwaverohit
An MCP server for autonomous quantum computing research that searches arXiv, in…
N/A N/A
56399
ctera
Enables AI-driven interaction with CTERA Portal APIs for file and folder manage…
56400
koppe-pan
mcp-svg-marp Claim
An MCP server that converts SVG files into Marp presentations, with features li…
N/A N/A
Showing 56351–56400 of 67286 servers