MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50001
fsbondtec
kicad-mcp Claim
Enables natural language interaction with KiCad projects, schematics, and PCBs,…
N/A N/A
50002
creatorsavya
clipacanvas Claim
N/A N/A 95
50003
rohans2
Enables AI agents to create, read, update, and manage Google Sheets data and st…
50004
googlarz
Complete Vinted MCP and CLI Server
50005
duvomike
Generate time-based one-time passwords for two-factor authentication. Create co…
N/A N/A 95
50006
NivaucchuRabuessa
Find every adverb in your text to tighten prose and enforce style guides. Highl…
N/A N/A 95
50007
MichaelLJessop
DeepMap AI Claim
Multi-hazard geophysical risk scoring, prediction, weather, insurance, and clim…
N/A N/A 83
50008
divineapi
Official MCP server for Horoscope, Tarot, Numerology & PDF Reports by Divine AP…
N/A N/A 95
50009
JOCOIN94
A headless MCP server that enables AI tools (like Claude Code) to read and anal…
N/A N/A
50010
stevepridemore
graph-memory Claim
Personal knowledge graph for Claude on Neo4j. Typed entities (Person/Project/De…
50011
SusuTawar
ragi Claim
Local-first RAG indexing and semantic search MCP server. Enables document retri…
N/A N/A
50012
modeldriveprotocol
Exposes runtime-local capabilities from browsers, apps, devices, and local proc…
N/A N/A
50013
trafficmorph-gif
tm-mcp Claim
Enables AI assistants to interact with TrafficMorph for load-testing and CI-fai…
N/A N/A
50014
prdai
Enables carbon emission calculations for Australian electricity and gas consump…
50015
cwattsnogueira
AVA Claim
Enables AI agents to create Gmail drafts safely using the Gmail API, without se…
N/A N/A
50016
Outlook Claim 2
Outlook integration with OAuth, message search, batch operations, and calendar …
N/A N/A 61
50017
atoolz
flyte-mcp Claim
Exposes Flyte V2 knowledge, patterns, plugins, and runtime to AI coding assista…
50018
mundurragacl
An MCP server that enables AI assistants to interact with Amazon Connect contac…
50019
karlgil
Enables Claude to interact with Google Docs to list, read, create, search, and …
81
50020
PurlieuStudios
Bridges ComfyUI's AI image generation workflows with game development, enabling…
N/A N/A 95
50021
0xshariq
A comprehensive MCP server that provides advanced Docker operations through a u…
N/A N/A
50022
agentcivics
agentcivics Claim
Decentralized civil registry for AI agents on Sui. Soulbound identities, on-cha…
50023
TunnelMind
Scry Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
50024
rabqatab
Enables searching and retrieving Korean legal information including laws, court…
N/A N/A 95
50025
mjramesh
Provides real-time London area intelligence including postcode data, crime, sch…
N/A N/A
50026
cbuntingde
A local-first MCP server for generating production-ready React UI components en…
N/A N/A 95
50027
ARQAWA
code_nav MCP Claim
Deterministic code navigation MCP server for Codex/CodeCLI that provides compac…
N/A N/A
50028
optimusbasti
Enables users to manage CRM leads, opportunities, projects, tasks, and sales re…
81
50029
wimi321
A standalone MCP server for Windows desktop control, enabling screenshots, mous…
N/A N/A
50030
VirtusLab-Open-Source
AI models access to the Strapi Context via the Model Context Protocol (MCP)
N/A N/A
50031
shadi-fsai
A Model Context Protocol server that enables AI assistants like Claude to progr…
81
50032
dwarvesf
A Model Context Protocol server that provides tools for interacting with databa…
81
50033
ThinkneoAI
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
81
50034
Bigred97
asic-mcp Claim
Query ASIC registers in plain English — advisers, licensees, banned persons, li…
N/A N/A
50035
ryaker
A Model Context Protocol server that enables Claude to interact with MongoDB da…
50036
lazymac2x
Cloudflare Workers MCP server: govdata-korea
50037
vaebe
Leverage the GitHub search API to enhance your applications with powerful searc…
N/A N/A 95
50038
moxellabs
Atlas Claim
Local-first MCP server for querying multi-repo engineering documentation artifa…
N/A N/A
50039
xavimf87
mcp-govern Claim
MCP server for investigating public transparency and detecting corruption patte…
50040
oregpt
Enables AI agents to interact with GitLab repositories, monitor documentation c…
81
50041
Spera-Law-Group-LLC
accelo-mcp Claim
MCP server exposing Accelo quote tools (list, get, create, update) with per-use…
50042
eltociear
Detects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, Ope…
N/A N/A
50043
olegprivate
FMP MCP Server Claim 1
An MCP server that provides tools for financial analysis and investment researc…
81
50044
georgetso
MCP Memory Claim 1
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
81
50045
sahmk-sa
sahmk-mcp Claim
Official MCP server for interacting with Saudi market data (Sahmk) via natural …
50046
stevesimpson418
A local MCP server for Todoist task management, enabling Claude to create, read…
50047
cyanheads
Convert currencies, get FX rates, and query historical ECB exchange rate data.
50048
CSOAI-ORG
commit-message-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50049
a2cr
A2CR Claim
Save WorkBaton checkpoints and WorkStash notes for AI agent handoffs.
N/A N/A
50050
evidai
xstocks Claim
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap.…
N/A N/A
Showing 50001–50050 of 50103 servers