MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63851
vuongdat67
Automates 85-95% of the Secure Software Development Lifecycle (SSDLC) planning …
— ○ ⏳ — N/A N/A — — —
63852
moondef
otel-mcp Claim
MCP server that gives AI agents access to your application's OpenTelemetry trac…
— ○ ⏳ — N/A N/A — — —
63853
goweft
LOOM Claim
A secure, declarative MCP runtime that turns YAML configs into MCP servers with…
— ○ ⏳ — N/A N/A — — —
63854
matthewlboyd
Connects Claude to your Freshservice ITSM instance, enabling management of tick…
— ○ ⏳ — — — — — —
63855
goranocokoljic
Indexes codebases and lets AI agents retrieve precise code snippets (functions,…
— ○ ⏳ — — — — 81 —
63856
WormAlien
Provides image/vision support for OpenCode by routing images to any OpenAI-comp…
— ○ ⏳ — N/A N/A — — —
63857
Mcayear
An MCP server for EndstoneMC development, enabling module information queries, …
— ○ ⏳ — N/A N/A — — —
63858
aancw
sanban Claim
Enables AI agents to manage kanban boards with tasks, including creating boards…
— ○ ⏳ — N/A N/A — — —
63859
Faxtom
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
— ○ ⏳ — N/A N/A — — —
63860
r4m
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — — — — — —
63861
AinaLuc
Mailcannon Claim
AI-powered email outreach platform — send campaigns with deliverability trackin…
— ○ ⏳ — — — — — —
63862
framethrower-ai
FrameThrower Claim
Film stills from 5,489 films, searchable by lighting, lens character, shot size…
— ○ ⏳ — — — — — —
63863
fastmcp-me
Enables building, running unit tests, and instrumented tests for Android projec…
— ○ ⏳ — N/A N/A — — —
63864
gacabartosz
ezd-puw-mcp Claim
MCP server for the EZD PUW electronic document management system of Polish publ…
— ○ ⏳ — — — — — —
63865
JZ3736
A mock MCP server that exposes protein structure prediction tools (submit, stat…
— ○ ⏳ — — — — — —
63866
Inform-Growth
Demonstrates Inform Growth's Camber Core platform using a fictional B2B SaaS co…
— ○ ⏳ — — — — — —
63867
christophejlegros-lgtm
Exposes a bio-hybrid neuromorphic simulation pipeline (SNN, consciousness proxi…
— ○ ⏳ — — — — — —
63868
mario-hernandez
Legacy MCP server for Google Search Console data, now superseded by the unified…
— ○ ⏳ — N/A N/A — — —
63869
benasbarciauskas
androir-mcp Claim
An MCP server that allows AI agents to drive real Android devices via adb, capt…
— ○ ⏳ — N/A N/A — — —
63870
covariance-network
ProductClank Claim
Boost posts and launch community growth campaigns from your AI assistant. OAuth…
— ○ ⏳ — — — — — —
63871
insung8150
An MCP server that provides web search and content fetching using real Chrome b…
— ○ ⏳ — N/A N/A — — —
63872
edvardlindelof
notes-mcp Claim
A simple MCP server for chatbot/human collaborative management of text content …
— ○ ⏳ — N/A N/A — — —
63873
quantumsoftwarelab
Build Nanograph datasources from Markdown or PDF corpora and serve them through…
— ○ ⏳ — N/A N/A — — —
63874
UniFuncs
Provides web search, content extraction, and deep research capabilities through…
— ○ ⏳ — — — — — —
63875
NumericalPie
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
— ○ ⏳ — N/A N/A — — —
63876
IsakRizell
scb-mcp Claim
Enables querying Statistics Sweden's statistical database via tools like naviga…
— ○ ⏳ — — — — — —
63877
patrick-c-nel
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
— ○ ⏳ — — — — 81 —
63878
jrolstad
becu-mcp Claim
An MCP server that provides read-only access to your BECU accounts via browser …
— ○ ⏳ — N/A N/A — — —
63879
sespinosa
Provides tools for searching, controlling playback, and retrieving content from…
— ○ ⏳ — N/A N/A — — —
63880
kwenhwang
Provides real-time hydrological data from Korea's Flood Control Office via MCP …
— ○ ⏳ — — — — — —
63881
flejz
Enables remote access to the MemPalace MCP server via HTTP, supporting bearer t…
— ○ ⏳ — — — — — —
63882
GabrielBertoli
openclaw-mcp Claim
MCP server that integrates OpenClaw AI assistant with Claude Code, enabling cha…
— ○ ⏳ — N/A N/A — — —
63883
Runware
Enables lightning fast image and video generation using the Runware API, with t…
— ○ ⏳ — — — — — —
63884
subzeroid
MCP server for DataLikers — 29 hand-built tools for Instagram & TikTok data: us…
— ○ ⏳ — — — — — —
63885
dawoodali-showpass
Connects to Domo API to run SQL queries, search datasets, retrieve metadata and…
— ○ ⏳ — — — — — —
63886
ksturgeon-td
tdsql-mcp Claim
An MCP server that turns Teradata Vantage into a full-stack analytics agent pla…
— ○ ⏳ — — — — — —
63887
giuliohome-org
doc-manager Claim
Personal document vault on Azure Blob Storage with a built-in MCP server. Clien…
— ○ ⏳ — — — — — —
63888
sergiudanstan
openscad-mcp Claim 1
An MCP server that lets AI assistants create, edit, render, and export 3D model…
— ○ ⏳ — N/A N/A — 95 —
63889 — ○ ⏳ — N/A N/A — 95 —
63890
ericthered926
Provides web and news search via DuckDuckGo with support for region filtering, …
— ○ ⏳ — — — — — —
63891
gabigabogabu
Enables email integration via IMAP and SMTP, allowing model assistants to read,…
— ○ ⏳ — — — — — —
63892
NaoNaoMe
Enables controlling multiple USBTMC (USB Test and Measurement Class) devices si…
— ○ ⏳ — N/A N/A — — —
63893
craig248
ghl-mcp Claim
MCP server for GoHighLevel sub-accounts, enabling management of CRM contacts, p…
— ○ ⏳ — — — — — —
63894
openhoo
hoocal Claim
An AI-agent-managed calendar service with bidirectional Google Calendar and App…
— ○ ⏳ — — — — — —
63895
dddpaul
Reusable, read-only MCP server that exposes a repo's knowledge files (backlog d…
— ○ ⏳ — N/A N/A — — —
63896
Davidi18
An MCP server that enables AI agents to manage WordPress sites, including Eleme…
— ○ ⏳ — N/A N/A — — —
63897
pipeworx-io
Enables looking up HTTP status codes (100-599) with reason phrases, categories,…
— ○ ⏳ — — — — — —
63898
klinikal
beanie-mcp Claim
An MCP server for querying Beancount ledgers using natural language, enabling f…
— ○ ⏳ — N/A N/A — — —
63899
ManotLuijiu
Enables ERPNext management, file operations, read-only database access, and ERP…
— ○ ⏳ — — — — — —
63900 — ○ ⏳ — N/A N/A — 95 —
Showing 63851–63900 of 69027 servers