MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58851
janbruinier
MCP server for accessing CBS (Statistics Netherlands) open data. Search dataset…
N/A N/A 95
58852
amar141989-dev
Readonly PostgreSQL MCP server with SQL guardrails for analytical queries and s…
58853
wpwriter
wpwriter Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
81
58854
darallium
r2-copilot Claim
A radare2 MCP server for binary analysis and reverse engineering, enabling AI a…
N/A N/A
58855
jaey-p
An enhanced MCP server for Superthread with comprehensive CRUD operations and o…
58856
juanma-wp
Enables searching, downloading, extracting, and comparing WordPress.org plugins…
N/A N/A
58857
Eshaan-Nair
Persistent memory for AI coding tools that captures conversations, builds a sea…
N/A N/A
58858
avlihachev
Enables task management in OmniFocus, including reading, creating, updating, an…
N/A N/A
58859
Pexafy
Pexafy Claim
Stock photo search: by description, by example image, or more like this.
58860
fredriksknese
mcp-redfish Claim
Enables AI assistants to monitor and control server hardware (power, thermal, s…
N/A N/A
58861
CSOAI-ORG
Agent Cost Allocator MCP — multi-tenant LLM cost attribution for chargeback bil…
81
58862
SmartDogg
Enables MCP clients to read and write into a self-hosted personal knowledge bas…
81
58863
joshdevous
Enables Claude to generate Minecraft structures from natural language descripti…
N/A N/A
58864
yangfeng20
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
N/A N/A
58865
lupikovoleg
Provides Instagram analytics, media downloads, and search capabilities through …
58866
Av75057
Enables natural language queries about warehouse stock and sales data from 1C a…
58867
zzet
Gortex Claim
High-performance code graph and code intelligence engine. Index code base into …
N/A N/A 95
58868
marlian
Enables multi-tenant RAG with Qdrant, LM Studio embeddings and summaries, and a…
58869
closermethod
Interprets B2B buyer signals (hiring, funding, tech changes) into structured ou…
58870
glekner
IL Bank MCP Claim
Finance assistant that brings your Israeli bank data to any AI assistant, enabl…
N/A N/A
58871
madebyaram2024
An MCP server to search for photos and videos on Pexels.
N/A N/A
58872
zhanpu89
Provides persistent session memory for AI assistants, enabling them to store, s…
58873
CRACKISH
mcp-creatio Claim
MCP server for Creatio CRM that enables AI assistants to read, create, update, …
58874
vdonthireddy
GemmaJnana Claim
Multi-domain MCP server enabling AI agents to plan and execute vacation travel …
N/A N/A
58875
RuntimeAll
image-mcp Claim
MCP server for generating images via text-to-image and image-to-image using lk8…
58876
sigmundwei-sys
Enables AI assistants to manage Seedbox torrents, unlock premium download links…
58877
TheCodeDaniel
JobPilot MCP Claim
Transforms Claude into an AI job-hunting assistant that searches remote job boa…
N/A N/A
58878
mwaight
MCP server for AI-controlled GPU VRAM management in ComfyUI, allowing Claude to…
N/A N/A
58879
junter1989k-ai
Italy FatturaPA invoices for AI agents: build FPR12 XML, transmit to the SdI, q…
58880
hawklithm
AI-powered sensitive info detection and masking MCP server supporting 14+ types…
N/A N/A
58881
deokgoo
Task Master Claim
Simplified Trello-style task management via MCP with 11 essential tools for eff…
N/A N/A
58882
erniomaldo
nc-forms-mcp Claim
MCP server for the Nextcloud Forms API v3 that enables secure creation, update,…
58883
gkanogiannis
An MCP server that interfaces with Gigwa for genotyping data import, analysis, …
N/A N/A
58884
GiulioDER
recall Claim
MCP server exposing memory search, index, and stats tools for agents, with hone…
N/A N/A
58885
GitHamza0206
Enables intelligent file search with Git-like staging and indexing, offering se…
N/A N/A
58886
ahmadzafar-code
A safe, redacting MCP server for Apple Mail on macOS that enables an LLM to rea…
N/A N/A
58887
OpenSIN-Code
Scaffolds new MCP servers for the OpenSIN-Code ecosystem with templates for Pyt…
N/A N/A
58888
Cyberdyne-OS
Engagement marketplace for the Bankr agent economy: agents fund quests, humans …
N/A N/A
58889
Abernaughty
Enables semantic code search over a local codebase using Qdrant vector embeddin…
N/A N/A
58890
jtxmp
Enables AI assistants to generate and edit images using multiple models through…
N/A N/A
58891
simonliu-moltbot
mcp-tw-uv Claim
Provides real-time UV index observations, forecasts, and protection advice for …
N/A N/A
58892
vohongtho
Provides LLMs with code intelligence tools like relationship explanation, PR im…
N/A N/A
58893
syndicate-links
Attribution and commission infrastructure for AI agents. Track conversions, ver…
81
58894
fxbarros
Search Brazilian jurisprudence on JusBrasil in natural language and retrieve fo…
N/A N/A
58895
1249zts
A multi-database MCP server supporting PostgreSQL, ClickHouse, and MySQL that e…
58896
LovroBubanic
Model Context Protocol (MCP) server that gives AI assistants a safe, correct da…
58897
restnfeel
digiloglabs Claim
digiloglabs mcp
N/A N/A 95
58898
psam-717
MCP server for psamvault — lets AI agents use your stored credentials without e…
N/A N/A
58899
scitara-cto
A flexible, extensible framework for building MCP servers with API key authenti…
58900
coopersully
Manages SendGrid email workflows including design library, transactional templa…
Showing 58851–58900 of 66484 servers