MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53701
shawnhack
exocortex Claim
Personal unified memory system for AI coding agents, providing persistent memor…
N/A N/A
53702
narkov
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
53703
AgentValet
AgentValet Claim
Identity and credential governance broker for MCP servers. Issues scoped, short…
53704
florianbuetow
A low-latency text-to-speech MCP server that uses local Kokoro GGUF inference v…
N/A N/A
53705
rsp2k
mcpypi Claim
MCP server for comprehensive PyPI package intelligence, providing tools for dep…
53706
Joseph19820124
Enables LLMs to interact with Supabase services including Database, Auth, Stora…
53707
GHGuide
Settled Claim
Enables AI agents to query a team's decision ledger to check if past decisions …
53708
Himaan1998Y
MCP server for generating professional PDFs from structured JSON in AI agents l…
53709
AiAgentKarl
MCP Server providing AI agents access to over 3 million US court decisions via …
53710
conquext
Enables AI assistants to manage WhatsApp business operations including chatbots…
53711
JoaoToledoSE
mcp-server Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
N/A N/A
53712
aprezcuba24
admin-mcp Claim
MCP server for Odoo administration, enabling customer listing and search via co…
53713
stabem
newsintel Claim
Personalized news intelligence for AI agents — 100+ sources, ranked briefings.
N/A N/A 95
53714
bholagabbar
deeplore Claim
Self-hosted RAG-powered knowledge base that surfaces context from structured no…
N/A N/A
53715
lordbasilaiassistant-sudo
Enables GitHub project management from Claude, supporting issue creation, miles…
53716
elbachir-salik
A production-grade MCP server that exposes real-time banking data replicated vi…
53717
aferreiraguido
Enables deterministic static analysis of Python code, providing tools to inspec…
N/A N/A
53718
studiolab-dev
gency-lite Claim
Generate Amazon-style A+ Content and AI product images from product photos.
53719
dolrea77
Local MCP server for AI agents that enables Jira issue management, Confluence W…
N/A N/A
53720
IN3PIRE
Monitors and analyzes GitHub repository health by detecting stale branches, old…
53721
juergenkoller-software
MCP server for [FreezeText](https://store.juergenkoller.software/en/apps/freeze…
N/A N/A
53722
aravind-tronix
Enables interaction with SQLite databases, filesystem, AWS IAM, and Gmail throu…
N/A N/A
53723
ag4852
Memory Bear Claim
An MCP server that transforms markdown notes into a searchable knowledge base w…
N/A N/A
53724
glennart8
Automates email handling for a hardware store, enabling classification, respons…
N/A N/A
53725
Linked-Layer
An MCP server that provides a permission-aware context layer over team tools, e…
53726
rakuai-support
Enables text-to-speech generation through the Omotenashi QR API, supporting mul…
81
53727
seligj95
Enables a stateless, horizontally scaled MCP server using the 2026-07-28 specif…
53728
Frejixxx
Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect…
N/A N/A
53729
Keldrik
Provides a human approval gate for AI agents, enabling interactive inline cards…
53730
docjet-dev
docjet-mcp Claim
Render branded PDF documents (invoices, reports, certificates) and PNG social i…
N/A N/A
53731
contextualizer-ai
artl-mcp Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
53732
MHNahib
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
53733
korgmp3
glasz-mcp Claim
Fetches glasz-style spec files (product.md, tech.md, test-plan.md, and INDEX.md…
53734
ysocrius
Enables Cursor AI to read and modify Figma designs programmatically via the Mod…
N/A N/A
53735
MCP-Mirror
Enables AI assistants to interact with Joplin notes through full-text search, r…
N/A N/A 95
53736
softvoyagers
pdfspark-api Claim
Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
95
53737
chikhio123
Provides RAG search and ask capabilities over markdown and text files using Qdr…
N/A N/A
53738
klei30
gmailmcp Claim
N/A N/A 95
53739
microbiomedata
nmdc-mcp Claim
A fastmcp-based tool for writing prompts against data in the NMDC database.
53740
marcelohensantos
garmin-mcp Claim
Exposes Garmin Connect data and workout management to AI agents, supporting too…
N/A N/A
53741
tejaskumbhar288
Enables AI agents to read, filter, send emails, and check unread counts via the…
N/A N/A
53742
Marianooss
MCP server that enables clinical lab staff to predict reagent stockouts, check …
53743
good-gis
Enables managing Docker containers (run, list, stop, remove, view logs) through…
N/A N/A
53744
@Imsxm15
job-searchoor Claim
N/A N/A 95
53745
ichinya
Enables AI agents and developer tools to interact programmatically with Yougile…
53746
liyixin21
Remote MCP server providing access to Jina Reader, Embeddings, and Reranker API…
53747
Boolsai-ai
Quant-research MCP — tradeable signals from public-company website stack change…
53748
Baneado98
ci-sentinel Claim
Multi-CI security scanner with a live threat-intel feed of compromised CI compo…
53749
first3things
Enables AI assistants to interact with Optimizely CMS via its GraphQL and Conte…
53750
open-crater
Provides live network stats, supported AI tools, and guidance for earning USDC …
Showing 53701–53750 of 67226 servers