MCP Server Quality Scores

Independent quality analysis of 61551 public MCP servers

61551
Discovered
30042
Scored
2112
Verified
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31151
mcpflow
Provides real-time access to Singapore's Land Transport Authority data, includi…
31152
SpiritHerb
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
31153
UzunGridera
Provides AI-powered access to Turkish building regulations, architectural stand…
31154
connectimtiazh
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
81
31155
sharon-nasimiyu
Educational example of an MCP server built with FastMCP, demonstrating how to e…
31156
Wally-Ahmed
Lets Claude Code delegate to OpenAI expert models as subagents and provides orc…
31157
granthooks
Provides CRUD operations (Create, Read, Update, Delete) for Nocodb tables throu…
31158
Raghunandan2813
Enables tracking personal finances with Indian Rupee support, adding expenses, …
N/A N/A
31159
brukhabtu
A production-ready server that automatically exposes your entire Jira instance …
81
31160
arsonx-dev
Solve CAPTCHAs (Turnstile, reCAPTCHA, hCaptcha) via MCP. Free tier: 100 solves.
N/A N/A 83
31161
vinaybhosle
Ocean container shipping intelligence for AI agents. 24 MCP tools covering: - …
81
31162
devcer
Enables Open Payments operations such as creating incoming payments, quotes, an…
N/A N/A
31163
WilliamLINWEN
A Model Context Protocol (MCP) server that provides tools for interacting with …
31164
cmudrc
su2-mcp Claim
Enables interaction with SU2 CFD solver for session lifecycle management, confi…
N/A N/A
31165
MissionSquad
Provides access to the GDELT DOC 2.0 API for searching global news articles and…
31166
elis132
The definitive MCP server for voidtools Everything - lightning-fast file search…
N/A N/A
31167
rich7420
surveyHelper Claim
A local-first MCP server that analyzes research papers, maps citation graphs, a…
N/A N/A 95
31168
namto908
MCP Server Claim
Integrates with GitHub, Neo4j, PostgreSQL, and Milvus, enabling queries and dat…
31169
intbjw
MCP server for querying the FOFA API, enabling network asset search and account…
31170
seeker-wen
A powerful and flexible package designed to simplify HTTP/HTTPS requests by aut…
31171
PantherWatch
panther-mcp Claim
Enables AI assistants to backtest trading strategies described in plain English…
N/A N/A
31172
dschlabach
An MCP server that provides onchain tools for Claude AI to interact with the Ba…
31173
hc0061365
A simple MCP server that provides greeting tools such as hello and greet_multip…
N/A N/A
31174
EventRegistry
newsapi-mcp Claim
A Model Context Protocol (MCP) server that provides real-time news intelligence…
31175
michael-abdo
Enables hierarchical orchestration of Claude instances via tmux with a bridge p…
N/A N/A
31176
padmarajnidagundi
Enables AI-driven mobile test automation through planning, generation, and self…
N/A N/A
31177
mcp-hub-corp
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
31178
ranielbnunes
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
N/A N/A 95
31179
open-hermios
kosmo Claim
N/A N/A 95
31180
novuhq
Enables AI agents to interact with Novu's notification system, facilitating ope…
81
31181
CSOAI-ORG
Validate NHS General Ophthalmic Services (GOS) claims pre-submission. Catches e…
N/A N/A
31182 N/A N/A 95
31183
navin2031992
Enables interaction with IntelliMatch recruiting and iSuite insurance systems t…
31184
renga92
High-strategic intelligence platform for life sciences that enables real-time c…
N/A N/A
31185
neil-ac
Enables searching and filtering real estate properties in France through the Me…
81
31186
ErnestoCorona
kanboard-mcp Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
N/A N/A
31187
rupeelab17
pymdu Claim
Enables Claude Desktop or Gemini CLI to communicate with PyMDU, allowing analys…
N/A N/A
31188
kunickiaj
codemem Claim
Persistent memory MCP server that captures coding session context and automatic…
N/A N/A
31189
Alexmacapple
MCP DSFR Claim
Generates, validates, and audits French government DSFR components with RGAA 4.…
31190
ragna999
An MCP server that gives AI agents real-time Solana DeFi intelligence — smart m…
N/A N/A 95
31191
INOTECH-ecbiesek
sienge-mcp Claim
N/A N/A 95
31192
eshaanmathakari
MCP server that fetches and searches the latest stable documentation for any pa…
31193
musabz360
Provide real-time weather data and forecasts to your applications. Enable agent…
N/A N/A 95
31194
dev-allflyghts
Enables flight search, location lookup, and city information retrieval using th…
31195
NavinAgrawal
mcp-broker Claim
Local MCP broker that exposes one compact entry for many upstream servers.
N/A N/A
31196
tripcher
mcp-canon Claim
Universal MCP knowledge server for LLM agents, powered by local RAG, providing …
31197
earchibald
A state persistence layer that enables seamless handoffs between different AI c…
N/A N/A 95
31198
JAYAKRISHNA-AI-ENGINEER
A demo MCP server built with FastMCP that provides simple arithmetic and weathe…
N/A N/A
31199
logus2k
mcp-service Claim
Dual-interface MCP server that exposes declarative tools and reusable skills vi…
31200
intruder-io
intruder-io Claim
test
N/A N/A 95
Showing 31151–31200 of 61551 servers
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