MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58051
Sequesign
Sequesign Claim
Cryptographically verifiable receipts of an agent's delegated work, verified of…
N/A N/A
58052
one710
A pluggable vector memory server for semantic search and long-term memory, with…
58053
rangogamedev
codecks-mcp Claim
MCP server for Codecks project management, providing 38 tools to manage cards, …
N/A N/A
58054
iceener
An MCP server that provides text-to-speech, speech-to-text, and voice managemen…
58055
madaoQ
Provides access to Claude models, message creation, token counting, and batch p…
58056
naka-himatubushi
MCP server that acts as a research intelligence agent, converting natural langu…
N/A N/A
58057
asukakimya
A schema-aware, dry-run/verify-guarded MCP sidecar that wraps the Directus REST…
58058
my_namespace
server_name Claim
N/A N/A 95
58059
cstillick
Enables querying state-level campaign finance data, including donors, expenditu…
N/A N/A
58060
dravidsajinraj-iex
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
N/A N/A 95
58061
basaranbaran
Enables real-time weather queries via Claude Desktop using OpenWeatherMap API, …
N/A N/A
58062
easyweek
Connects AI assistants to Nightscout for real-time glucose monitoring, analysis…
58063
vorluno
agora Claim
Espacio compartido y persistente por repositorio para sesiones de Claude Code: …
N/A N/A
58064
ai-jcce
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
81
58065
iamsocool24
dbt-core-mcp Claim
Enables interaction with dbt projects via the Model Context Protocol for data a…
N/A N/A
58066
fetchai
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
58067
Taardisaa
Helps LLMs write correct Ghidra scripts by providing API call-flows extracted f…
N/A N/A
58068
Creed-Space
vcp-mcp Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
N/A N/A
58069
Opendraft
Opendraft Claim
N/A N/A 95
58070
BusyBee3333
A comprehensive MCP server for BambooHR with 47 tools covering employee managem…
N/A N/A
58071
CodeSerg21
Enables AI agents to research companies and find contacts with structured data …
N/A N/A
58072
Cars-10
Comprehensive MCP server for PTC Windchill PLM, providing 64+ tools across 7 ag…
58073
itayshmool
A Model Context Protocol server that provides secure integration with Google Dr…
58074
DanceNitra
mnemo Claim
Self-correcting agent memory + MCP server: recall, supersede/revert/review corr…
N/A N/A
58075
raihan0824
An MCP server that provides tools to interact with the Respona Dashboard backen…
58076
TonybotNi
ZotLink Claim
MCP server that enables one-click saving of open scholarly sources (arXiv, bioR…
N/A N/A
58077
alexar76
Stdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.
N/A N/A
58078
brysontang
resume-mcp Claim
An MCP server that provides a structured API for AI agents to query a person's …
58079
metaweardigital
Deterministic safety, correctness & cost gate that vets Postgres SQL before you…
67
58080
agentcall
AgentCall Claim
Programmable phone numbers for AI agents. Provision numbers, send/receive SMS, …
81
58081
acampkin95
SERVER-MCP Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
N/A N/A 95
58082
lorenzocean
lims Claim
N/A N/A 95
58083
alxvasilevvv
MCP server for AI-powered marketing intelligence and automation for the RU/CIS …
58084
khanhld2109
ai-git Claim
A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, a…
58085
DiegoNogueiraDev
A local MCP server for RAG memory, semantic search, and context optimization us…
N/A N/A 95
58086
enmanuelmag
heimdall-mcp Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
58087
markswendsen-code
mcp-coinbase Claim
Browser-automated MCP server for Coinbase crypto exchange, enabling live prices…
N/A N/A
58088
SerpCheap
Provides real-time Google search results (organic + knowledge graph) with count…
58089
melihteke
Enables subnet calculations from CIDR notation, providing network address, broa…
58090
LISTENAI
commands-mcp Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
N/A N/A
58091
ForeverTools
23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier includ…
N/A N/A
58092
rishipatel-1
A hexagonal TypeScript starter for production MCP servers with built-in authent…
58093
kage1020
docs-mcp Claim
Indexes documentation sites by base URL and serves keyword search, optional sem…
N/A N/A
58094
zohaib3249
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
N/A N/A
58095
0xHayd3n
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
58096
7Majesty-M
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
N/A N/A
58097
Avicennasis
MCP server for managing Porkbun domains, DNS, and related services via Porkbun'…
58098
lazymac2x
Cloudflare Workers MCP server: crypto-signal
58099
estebanhiguitad
Enables interaction with Trello boards, lists, and cards using the Model Contex…
58100
ajdoyl2
Provides intelligent dbt assistance through Claude Code integration, enabling u…
N/A N/A 95
Showing 58051–58100 of 66495 servers