MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55151
AlexlaGuardia
Warden Claim
A governed MCP server enforcing RBAC outside the model, with OpenTelemetry trac…
N/A N/A
55152
ProntoHQ
mcp-pronto Claim
B2B sales intelligence: find companies, extract leads, enrich contacts with ema…
55153
serenmind
A standalone MCP server for exploring the weclapp REST API v2, providing offlin…
55154
arunkumars-mf
Enables interaction with z/OS mainframe systems via FTP, including dataset list…
55155
YUHAI0
An MCP server that enables LLMs to compose and send emails with attachments, an…
55156
ReallyArtificial
engram Claim
An MCP server that stores atomic facts extracted from text, links them to entit…
N/A N/A
55157
vs3kulic
eff-mcp Claim
EFF MCP server enables ethical analysis and refinement of user stories using th…
55158
space-cap
Enables searching and retrieving product information from Coupang (Korean e-com…
55159
cyanheads
FBI Crime Data Explorer — UCR estimates, NIBRS breakdowns, hate crimes, arrests…
N/A N/A
55160
piyushgupta53
Provides a standardized interface for interacting with WhatsApp through the Gre…
55161
harrisonfaulkner
canbus-mcp Claim
A CAN bus reverse engineering MCP server for Claude Code that lets Claude read,…
N/A N/A
55162
Samhud99
Provides tools for motor insurance quoting, including vehicle lookups, postcode…
81
55163
rgarcia
Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budge…
55164
exasol-labs
Provides LLM access to Exasol database via MCP tools, including metadata readin…
55165
guptaprakhariitr
US patent search, full-text retrieval, claim extraction, citation graph, and we…
55166
Hamid-K
Avanza-MCP Claim
MCP server for Avanza portfolio monitoring and trading, supporting regular and …
N/A N/A
55167
FAR Oracle Claim 1
Search Federal Acquisition Regulations (FAR) for government contracting.
N/A N/A 81
55168
gyeongmin100
Enables querying South Korean stock disclosures, financial statements, and shar…
N/A N/A
55169
brnndnn
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
N/A N/A 95
55170
AiAgentKarl
Provides color and design tools including palette generation, WCAG contrast che…
55171
joschi655
An MCP server that gives orchestrator agents fine-grained control over interact…
N/A N/A
55172
umbra2728
firegex-mcp Claim
MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling l…
55173
project-purupuru
Enables querying the Purupuru universe codex programmatically, including charac…
N/A N/A
55174
memorymesh Claim 1
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool por…
N/A N/A 81
55175
xun123456
jlink-mcp Claim
Enables AI assistants like Claude to directly debug microcontrollers via JLink,…
N/A N/A
55176
n2ns
n2n-nexus Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
N/A N/A 95
55177
timjensgrossinger
switchyard Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
N/A N/A
55178
guptaprakhariitr
Enables package tracking across multiple carriers by auto-detecting the carrier…
55179
gzigurella
chromium-mcp Claim
MCP server for web fetching and automation using Chromium headless browser. Ena…
N/A N/A
55180
untitled-developers
An MCP server providing AI agents with full access to the Shopify Admin API via…
55181
ManiKsi
A professional MCP server for Bitbucket Server that enables automation of pull …
81
55182
j-sulliman
hopgraph Claim
Verify Australian and New Zealand businesses against government registers via a…
N/A N/A 95
55183
aurekai
aurekai-mcp Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
N/A N/A
55184
evrimalacan
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
55185
coco-famihiro
Enables Claude Code to interact with Discord servers, including sending message…
N/A N/A
55186
cognis-digital
RAGSHIELD Claim
RAG corpus poisoning detector that scans for embedding anomalies and backdoor t…
N/A N/A
55187
dshatokhin
A Model Context Protocol (MCP) server that enables AI assistants like Claude an…
N/A N/A
55188
k9fr4n
thruk-mcp Claim
Enables natural language interaction with Thruk monitoring systems, allowing us…
55189
WilliamLINWEN
A Model Context Protocol (MCP) server that provides tools for interacting with …
55190
rash Claim 1
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
N/A N/A 81
55191
chandshy
mailpouch Claim
An MCP server that gives AI agents permission-gated, audit-logged access to pri…
N/A N/A
55192
shokjak
Travel Deals MCP is a Model Context Protocol server that lets AI agents search …
55193
mberjans
Enables automation of Google Jules AI coding assistant through task creation, c…
81
55194
namto908
MCP Server Claim
Integrates with GitHub, Neo4j, PostgreSQL, and Milvus, enabling queries and dat…
55195
elis132
The definitive MCP server for voidtools Everything - lightning-fast file search…
N/A N/A
55196
drewrad8
Enables interaction with Firewalla network security devices for network monitor…
81
55197
langadventurellc
Trellis MCP Claim
A file-backed MCP server for hierarchical project management that enables AI as…
N/A N/A
55198
adicted07-lang
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
55199
moekatib
Integrates with the Pica API platform to enable seamless interaction with vario…
55200 N/A N/A 95
Showing 55151–55200 of 57357 servers