MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60601
easyweek
Connects AI assistants to Nightscout for real-time glucose monitoring, analysis…
60602
vorluno
agora Claim
Espacio compartido y persistente por repositorio para sesiones de Claude Code: …
N/A N/A
60603
ai-jcce
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
81
60604
iamsocool24
dbt-core-mcp Claim
Enables interaction with dbt projects via the Model Context Protocol for data a…
N/A N/A
60605
fetchai
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
60606
Taardisaa
Helps LLMs write correct Ghidra scripts by providing API call-flows extracted f…
N/A N/A
60607
Creed-Space
vcp-mcp Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
N/A N/A
60608
Opendraft
Opendraft Claim
N/A N/A 95
60609
BusyBee3333
A comprehensive MCP server for BambooHR with 47 tools covering employee managem…
N/A N/A
60610
CodeSerg21
Enables AI agents to research companies and find contacts with structured data …
N/A N/A
60611
Cars-10
Comprehensive MCP server for PTC Windchill PLM, providing 64+ tools across 7 ag…
60612
itayshmool
A Model Context Protocol server that provides secure integration with Google Dr…
60613
DanceNitra
mnemo Claim
Self-correcting agent memory + MCP server: recall, supersede/revert/review corr…
N/A N/A
60614
raihan0824
An MCP server that provides tools to interact with the Respona Dashboard backen…
60615
TonybotNi
ZotLink Claim
MCP server that enables one-click saving of open scholarly sources (arXiv, bioR…
N/A N/A
60616
alexar76
Stdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.
N/A N/A
60617
brysontang
resume-mcp Claim
An MCP server that provides a structured API for AI agents to query a person's …
60618
metaweardigital
Deterministic safety, correctness & cost gate that vets Postgres SQL before you…
67
60619
agentcall
AgentCall Claim
Programmable phone numbers for AI agents. Provision numbers, send/receive SMS, …
81
60620
acampkin95
SERVER-MCP Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
N/A N/A 95
60621
lorenzocean
lims Claim
N/A N/A 95
60622
alxvasilevvv
MCP server for AI-powered marketing intelligence and automation for the RU/CIS …
60623
khanhld2109
ai-git Claim
A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, a…
60624
DiegoNogueiraDev
A local MCP server for RAG memory, semantic search, and context optimization us…
N/A N/A 95
60625
enmanuelmag
heimdall-mcp Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
60626
markswendsen-code
mcp-coinbase Claim
Browser-automated MCP server for Coinbase crypto exchange, enabling live prices…
N/A N/A
60627
SerpCheap
Provides real-time Google search results (organic + knowledge graph) with count…
60628
melihteke
Enables subnet calculations from CIDR notation, providing network address, broa…
60629
LISTENAI
commands-mcp Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
N/A N/A
60630
ForeverTools
23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier includ…
N/A N/A
60631
rishipatel-1
A hexagonal TypeScript starter for production MCP servers with built-in authent…
60632
kage1020
docs-mcp Claim
Indexes documentation sites by base URL and serves keyword search, optional sem…
N/A N/A
60633
zohaib3249
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
N/A N/A
60634
0xHayd3n
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
60635
7Majesty-M
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
N/A N/A
60636
Avicennasis
MCP server for managing Porkbun domains, DNS, and related services via Porkbun'…
60637
lazymac2x
Cloudflare Workers MCP server: crypto-signal
60638
estebanhiguitad
Enables interaction with Trello boards, lists, and cards using the Model Contex…
60639
ajdoyl2
Provides intelligent dbt assistance through Claude Code integration, enabling u…
N/A N/A 95
60640
pipeworx-io
Nsf Awards Claim
NSF Awards MCP — National Science Foundation award database (free, no auth)
60641
RamyaChinnadurai
mcp Claim
Search, label, and manage your X (Twitter) bookmarks from any MCP client via Tw…
60642
neupaneprashant
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
81
60643
agentfi
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
N/A N/A 95
60644
brukhabtu
A production-ready server that automatically exposes your entire Jira instance …
81
60645
backspace-shmackspace
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
N/A N/A
60646
GleisonOliveira
An MCP server that lets AI agents run PHP unit and integration tests inside Doc…
N/A N/A
60647
Danvic-DEV
Enables managing Linux servers via SSH with tools for command execution, file o…
60648
vvooki-sys
Loomem Claim
{ "mcpServers": { "loomem": { "command": "loomem-cli", "args": ["mcp-stdio", "-…
60649
hublun
A Model Context Protocol (MCP) server that provides tools for extracting images…
N/A N/A
60650
gatewaybuddy
Airlock Claim
A redaction engine and MCP server that scrubs sensitive identifiers (AWS keys, …
Showing 60601–60650 of 66475 servers