MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54351
priyanshuchawda
A read-only MCP server for AI coding agents to inspect repositories, audit code…
54352
hahongchul
mcp-server Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
N/A N/A 95
54353
CNSLabs
MCP server for defining, validating, deploying, and operating Shodai machine-re…
54354
asgard-ai-platform
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
54355
megaumnick
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
54356
aequitas-labs
matcha money Claim
Develop your ritual for financial wellness. Connect your accounts, automate yo…
81
54357
xue20010808
tlocal Claim
N/A N/A 95
54358
linkguard-mcp Claim 1
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
N/A N/A 69
54359
Runware
mcp Claim
Access the full Runware API as MCP tools: image, video, audio, 3D, and text.
N/A N/A
54360
eukos
mcp-sequel Claim
MCP server for Claude that connects to MySQL, MariaDB, and SQLite databases. Qu…
54361
thadeu
trello-mcp Claim
Enables interaction with Trello boards, lists, and cards through MCP-compatible…
54362
ladyiceberg
Audits your Claude Code memory store with 4-dimension quality scoring and actio…
N/A N/A
54363
manueltarouca
MCP server that exposes the Limitless Developer API to list lifelogs via the ge…
54364
nextrole-git
Enables ticket management and AI triage through Mistral-compatible models, with…
54365
coreyepstein
A Slack MCP server for Claude Code that provides full messaging, channels, sear…
54366
RustamFaskhutdzinau
Provides read-only access to Google Ads account data including campaigns, ad gr…
54367
TGich
MCP server for Dameng database, providing tools to test connection, list tables…
54368
rezapars
Enables querying client onboarding status and basic client info (name, family) …
54369
waifuai
Enables chatting with an AI waifu character through MCP tools, with user manage…
54370
Meshcue
An open-source MCP server that turns natural language hardware descriptions int…
54371
zcsabbagh
A spaced repetition flashcard MCP server using the FSRS-5 algorithm that provid…
N/A N/A
54372
KehengZhu
SWMF MCP Server enables AI agents to work with the Space Weather Modeling Frame…
N/A N/A
54373
thierryc
Glyphs MCP Claim
A Model Context Protocol server for Glyphs that exposes font‑specific tools to …
N/A N/A
54374
Credda Trust Claim 1
Check a counterparty's verifiable Credda trust record; verify or present signed…
N/A N/A 69
54375
flor3z-github
Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, …
54376
fifeek0
Converts Markdown files to print-ready PDF and Word DOCX with professional styl…
N/A N/A
54377
cognis-digital
leadforge Claim
Enables lightweight CRM pipeline management with email sequences, project scann…
54378
sharmax-vikas
MCP_testing Claim
Demonstrates a simple MCP client-server setup using fastmcp, with an advanced b…
54379
giopawgofr
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
54380
es617
cc-tap Claim
An MCP server that bridges Claude Desktop and Claude Code by letting Desktop re…
N/A N/A
54381
codelev
An MCP server that enables AI to manage parties (companies and individuals) in …
54382
mohllal
Provides semantic search over markdown documentation using RAG, allowing natura…
N/A N/A
54383
itsnocny
lovense-mcp Claim
This MCP server enables remote control of Lovense toys via the Lovense Cloud AP…
54384
aaravjain151
mcp-dlp Claim
A data-loss-prevention (DLP) layer for AI agents that intercepts document reads…
N/A N/A
54385
slantis
Full-coverage, read-only MCP server for the Teamtailor recruitment API. Exposes…
54386
goluntsov
Wraps Yandex Cloud Search API v2 for web search, returns compact JSON results.
54387
Danielbluz
MCP server for TeamDesk databases, enabling CRUD operations, search, and docume…
54388
ericp
A production-minded Agentic RAG backend for informational guidance about Swiss …
N/A N/A
54389
chanshawoh
Workspace-aware MCP server for the yudao/ruoyi-vue-pro ecosystem that helps AI …
N/A N/A
54390
BrunoL28
Enables AI assistants to interact natively with MongoDB databases, including sc…
54391
draygen
aion-mcp Claim
An MCP server that provides a set of tools for driving the AION AI assistant st…
N/A N/A
54392
achenglike
Enables clipping web pages to Markdown with local images, supporting CSS select…
54393
sancovp
starlog-mcp Claim
STARLOG is a documentation workflow MCP server for Claude Code that manages pro…
N/A N/A
54394
jaeko44
Codex-safe MCP server for MYOB Business/AccountRight cloud. Provides read-only …
N/A N/A
54395
Translatize
mcp Claim
Read, search, edit and branch Translatize translation labels and fill missing t…
N/A N/A
54396
RexVane
repo-scout Claim
Provides autonomous codebase exploration through a plan-execute-reflect-report …
N/A N/A
54397 81
54398
matthewlboyd
Connects Claude to your Freshservice ITSM instance, enabling management of tick…
54399
Invaliduser1330
A production-ready MCP server template with example tools for health check and …
54400
leonaiuv
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
N/A N/A
Showing 54351–54400 of 66502 servers