MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39851
darkamenosa
A local MCP server that adds computer-vision tools to coding agents and models …
— ○ ⏳ — N/A N/A — — —
39852
volsch
md24de-mcp Claim
Unofficial MCP server for the messdienst24.de utility portal, providing tools t…
— ○ ⏳ — — — — — —
39853
ericchansen
mcp-tester Claim
Instrumented MCP server for testing client conformance to list_changed notifica…
— ○ ⏳ — N/A N/A — — —
39854
QianjieTech
A universal MCP server that enables any MCP-compatible agent to use Anthropic's…
— ○ ⏳ — N/A N/A — — —
39855
Xsaven
A secure, vector-based task management server for Claude Desktop using sqlite-v…
— ○ ⏳ — N/A N/A — — —
39856
hermai-ai
hermai-cli Claim
Hermai MCP server — look up, submit, and classify website API schemas from any …
— ○ ⏳ — N/A N/A — 95 —
39857
piter5285
confluence Claim
Enables querying Confluence or Kubernetes documentation through hybrid search a…
— ○ ⏳ — N/A N/A — — —
39858
VRUSHIL1
A comprehensive integration that allows AI models to interact with Telegram acc…
— ○ ⏳ — N/A N/A — 95 —
39859
TeamUnilytics
Marketing analytics MCP server with 21 tools for SEO, keyword research, backlin…
— ○ ⏳ — N/A N/A — — —
39860
dagrang-repository
flight-fares Claim
Cheapest observed fare, 6-month low and best departure date for a city pair.
— ○ ⏳ — — — — — —
39861
jaewilson07
Enables AI agents to generate and iteratively refine images, audio, and video b…
— ○ ⏳ — N/A N/A — 95 —
39862
mobileappbyharis
Enables AI agents to access paid tools like crypto prices, weather, translation…
— ○ ⏳ — N/A N/A — — —
39863
JWhist
Generate production-ready PDFs from Markdown, HTML, or built-in templates (invo…
— ○ ⏳ — — — — — —
39864
nkar123412-hub
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
— ○ ⏳ — N/A N/A — — —
39865
coval-ai
Enables AI assistants to interact with Coval's evaluation platform for launchin…
— ○ ⏳ — — — — — —
39866
krealal
An MCP server for automatic code review using OpenRouter, enabling performance,…
— ○ ⏳ — N/A N/A — — —
39867
dyanko89
asana-mcp Claim
Enables to interact with Asana through Claude, with read and write tools for ta…
— ○ ⏳ — — — — 81 —
39868
axisassists
AGI Feeder Claim
An MCP server that routes tasks to the best AI models, aggregates responses wit…
— ○ ⏳ — — — — — —
39869
junter1989k-ai
France shipping labels for AI agents: buy Mondial Relay and more, track and ref…
— ○ ⏳ — — — — — —
39870
fox100039-design
BugEzy Claim
Voice-powered bug reporting with 13 MCP tools. Record bugs by talking; let AI f…
— ○ ⏳ — — — — — —
39871
LufeMC
Kaval Claim
Freshness gate for AI agents: verify a belief is still true against the live wo…
— ○ ⏳ — N/A N/A — — —
39872
seantokuzo
Sean-MCP Claim
A GitHub integration tool that enables MCP clients to manage pull requests thro…
— ○ ⏳ — — — — 81 —
39873
MatthewDavisAIArchitect
Transformation readiness gaps and initiative risk signals for AI agents and ent…
— ○ ⏳ — — — — — —
39874
Tekgnosis
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via …
— ○ ⏳ — — — — — —
39875
esanum
mcp-mautic Claim
Comprehensive MCP server for the Mautic marketing automation API, providing 203…
— ○ ⏳ — N/A N/A — 95 —
39876
shawtymarco
A Dockerized MCP server that enables Discord integration, offering tools for ro…
— ○ ⏳ — N/A N/A — — —
39877
memcell-ai
MemCell Claim
Shared, persistent memory for AI agents: recall before acting, report outcomes …
— ○ ⏳ — — — — — —
39878
jinkeda
An MCP server that lets AI assistants like Claude control Adobe Illustrator thr…
— ○ ⏳ — N/A N/A — — —
39879
multidimensionalcats
kanban-mcp Claim 1
An MCP server that provides a database-backed kanban board with 40+ tools for A…
— ○ ⏳ — N/A N/A — 95 —
39880
TailorMadeWeddings
Integrates Claude Desktop with GoHighLevel CRM, providing 269+ tools for contac…
— ○ ⏳ — — — — — —
39881
Aarul5
jira-pilot Claim
Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
— ○ ⏳ — N/A N/A — — —
39882
SimformSolutionsPvtLtd
An MCP server for local testing that enables file management operations, requir…
— ○ ⏳ — N/A N/A — — —
39883
Aidan-Kay
A browse-first MCP middleware that provides an LLM-friendly catalogue for disco…
— ○ ⏳ — — — — — —
39884
saravanarjun
Enables AI assistants to securely browse, search, inspect, and understand local…
— ○ ⏳ — N/A N/A — — —
39885
naab007
BlenderMCP Claim
Connects Blender to AI assistants like Claude for prompt-assisted 3D modeling, …
— ○ ⏳ — N/A N/A — — —
39886
Neboy72
Nexus Memory Claim
Nexus Memory gives every MCP-compatible agent one persistent, self-hosted share…
— ○ ⏳ — N/A N/A — — —
39887
pvsmark
Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL…
— ○ ⏳ — N/A N/A — — —
39888
shin-bot-litellm
litellm-mcp Claim
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
— ○ ⏳ — N/A N/A — 75 —
39889
Darussalamnoor
typer-mcp Claim
Automatically converts any CLI built with Python's Typer into an MCP server wit…
— ○ ⏳ — N/A N/A — — —
39890
Mindola-ai
lens Claim 1
Create your digital twin: a public page that answers from your own material, wi…
— ○ ⏳ — — — — 67 —
39891
StudiousXiaoYu
oracle-link Claim 1
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
— ○ ⏳ — N/A N/A — 83 —
39892
Modulos
Book a Modulos demo. AI Governance Platform for EU AI Act, ISO 42001, NIST AI R…
— ○ ⏳ — — — — — —
39893
AbhishantMOE
A Flask-based MCP server designed for testing deployment on Google App Engine. …
— ○ ⏳ — — — — 81 —
39894
zyndai
MCP server for AgentDNS that allows Claude or any MCP client to register a pers…
— ○ ⏳ — N/A N/A — — —
39895
Momentic Claim
Bug bash deployed apps and GitHub pull requests with Mo; follow sessions and re…
— ○ ⏳ — — — — — —
39896
DrBaher
supstack Claim
Evidence-based supplement research, dosing, safety, and interactions as agent-c…
— ○ ⏳ — N/A N/A — — —
39897
cairn-labs-dev
AICD API Claim
Search source-linked Dallas-Fort Worth local-government records for AI agents.
— ○ ⏳ — — — — — —
39898
dbrown540
Enables searching hiking trails from AllTrails.com via MCP, with smart caching …
— ○ ⏳ — N/A N/A — — —
39899
jorisvddonk
Enables AI tools to play the game DEFCON by providing tools to communicate with…
— ○ ⏳ — N/A N/A — — —
39900
fastmcp-me
MoziChem-MCP Claim
A collection of MCP servers for chemical engineering and chemistry applications…
— ○ ⏳ — — — — — —
Showing 39851–39900 of 69365 servers
« Prev 1 … 796 797 798 799 800 … 1388 Next »