MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55651
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
81
55652
yigitkonur
mcp-parasut Claim
MCP server for Parasut Turkish accounting platform, enabling management of invo…
N/A N/A
55653
mailgent
hivekey.ai Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
81
55654
ibaigv
Enables Claude to query and store private company notes through a MCP connector…
55655
clemensjl
agentfenster Claim
Windows GUI automation on a hidden second desktop, driven from Claude Code over…
N/A N/A
55656
TKasperczyk
Wraps OpenAI's Codex CLI with true parallel task execution, worktree isolation …
N/A N/A
55657
PhoenixChenLu
Enables MCP-capable agents to securely manage a local Zotero library through a …
N/A N/A
55658
shoomkloom
dbmcp-server Claim
Provides an instant MongoDB MCP server that can be used from any AI agent witho…
55659
patrickcarmichael
A production-ready Pokémon MCP server that enables users to get comprehensive P…
81
55660
alejandro-ao
Provides access to the GNews API for searching news articles and getting top he…
55661
people-analyst
Read-only EngineerPro engineering library (118 book profiles) and software-engi…
55662
2yousefreda
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
55663
shawnhack
exocortex Claim
Personal unified memory system for AI coding agents, providing persistent memor…
N/A N/A
55664
narkov
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
55665
AgentValet
AgentValet Claim
Identity and credential governance broker for MCP servers. Issues scoped, short…
55666
florianbuetow
A low-latency text-to-speech MCP server that uses local Kokoro GGUF inference v…
N/A N/A
55667
rsp2k
mcpypi Claim
MCP server for comprehensive PyPI package intelligence, providing tools for dep…
55668
Joseph19820124
Enables LLMs to interact with Supabase services including Database, Auth, Stora…
55669
GHGuide
Settled Claim
Enables AI agents to query a team's decision ledger to check if past decisions …
55670
Himaan1998Y
MCP server for generating professional PDFs from structured JSON in AI agents l…
55671
AiAgentKarl
MCP Server providing AI agents access to over 3 million US court decisions via …
55672
conquext
Enables AI assistants to manage WhatsApp business operations including chatbots…
55673
JoaoToledoSE
mcp-server Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
N/A N/A
55674
aprezcuba24
admin-mcp Claim
MCP server for Odoo administration, enabling customer listing and search via co…
55675
stabem
newsintel Claim
Personalized news intelligence for AI agents — 100+ sources, ranked briefings.
N/A N/A 95
55676
bholagabbar
deeplore Claim
Self-hosted RAG-powered knowledge base that surfaces context from structured no…
N/A N/A
55677
lordbasilaiassistant-sudo
Enables GitHub project management from Claude, supporting issue creation, miles…
55678
elbachir-salik
A production-grade MCP server that exposes real-time banking data replicated vi…
55679
aferreiraguido
Enables deterministic static analysis of Python code, providing tools to inspec…
N/A N/A
55680
studiolab-dev
gency-lite Claim
Generate Amazon-style A+ Content and AI product images from product photos.
55681
dolrea77
Local MCP server for AI agents that enables Jira issue management, Confluence W…
N/A N/A
55682
IN3PIRE
Monitors and analyzes GitHub repository health by detecting stale branches, old…
55683
juergenkoller-software
MCP server for [FreezeText](https://store.juergenkoller.software/en/apps/freeze…
N/A N/A
55684
aravind-tronix
Enables interaction with SQLite databases, filesystem, AWS IAM, and Gmail throu…
N/A N/A
55685
ag4852
Memory Bear Claim
An MCP server that transforms markdown notes into a searchable knowledge base w…
N/A N/A
55686
glennart8
Automates email handling for a hardware store, enabling classification, respons…
N/A N/A
55687
Linked-Layer
An MCP server that provides a permission-aware context layer over team tools, e…
55688
rakuai-support
Enables text-to-speech generation through the Omotenashi QR API, supporting mul…
81
55689
seligj95
Enables a stateless, horizontally scaled MCP server using the 2026-07-28 specif…
55690
Frejixxx
Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect…
N/A N/A
55691
Keldrik
Provides a human approval gate for AI agents, enabling interactive inline cards…
55692
docjet-dev
docjet-mcp Claim
Render branded PDF documents (invoices, reports, certificates) and PNG social i…
N/A N/A
55693
contextualizer-ai
artl-mcp Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
55694
MHNahib
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
55695
korgmp3
glasz-mcp Claim
Fetches glasz-style spec files (product.md, tech.md, test-plan.md, and INDEX.md…
55696
ysocrius
Enables Cursor AI to read and modify Figma designs programmatically via the Mod…
N/A N/A
55697
MCP-Mirror
Enables AI assistants to interact with Joplin notes through full-text search, r…
N/A N/A 95
55698
softvoyagers
pdfspark-api Claim
Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
95
55699
chikhio123
Provides RAG search and ask capabilities over markdown and text files using Qdr…
N/A N/A
55700
klei30
gmailmcp Claim
N/A N/A 95
Showing 55651–55700 of 67226 servers