MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44851
manish-coder-1007
A MCP server for Metabase that gives AI assistants direct access to dashboards,…
44852
TomCN0803
A Model Context Protocol server for managing text notes, with resources (note:/…
N/A N/A
44853
Find verified appliance repair, HVAC, and plumbing technicians by location and …
N/A N/A 81
44854
IamCatoBot
A domain-agnostic MCP server for autonomous experimentation, generalizing Karpa…
N/A N/A
44855
madezmedia
acmi-mcp Claim
Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstas…
44856
maximusrufus
medigami Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
N/A N/A 95
44857
best-doctor
Enables reading, creating, updating, and appending content to Yandex Wiki pages…
44858
smallest-inc
MCP server for the Smallest AI platform that enables managing AI voice agents, …
44859
Drahoxx
Execute Python code via subprocess with timeout and error handling, returning s…
N/A N/A
44860
MarcioKorpHub
Brazilian AI-powered accounting & tax automation: NFS-e invoicing, CBS/IBS tax …
44861
agentinbox-in
Enables AI agents to create temporary email inboxes and wait for OTPs, magic li…
44862
bdentech
ChiefLab Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
44863
MrSolution07
Advisory MCP server for intelligent LLM model recommendations in Cursor. Provid…
N/A N/A
44864
Sachin-crypto
Enables LLMs to fetch Pokémon data, list popular Pokémon, and build tournament …
N/A N/A
44865
simonsavoca
mcp-cowork Claim
A remote MCP server with OAuth and passphrase protection, providing a wide rang…
44866
Anaagh05
Enables appending content to Google Docs and creating Gmail drafts via a lightw…
N/A N/A
44867
axel-belfort
Postal address validation API for AI agents. Parse and validate addresses world…
81
44868
The-Lambda-Group
OmegaAI Claim
Query, browse, and automate OmegaAI workspaces from any MCP client. Streamable …
44869
EquateItAu
Read-only MCP server for ClassQuill, a tutoring-business-management platform.
44870
rawtreedb
Enables querying, inserting, and managing unstructured data in RawTree via SQL,…
44871
Yarmoluk
Enables persistent, graph-based memory for AI agents, allowing them to store, t…
N/A N/A
44872
promobase
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
44873
ben-2wnm
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
N/A N/A 95
44874
HMAKT99
erabi Claim
Check paid x402 APIs before your agent spends: signed uptime/price attestations…
N/A N/A
44875
Michelangelo-Z
Public agentic AI doctrine tools plus authenticated architecture, design, and s…
44876
clidey
deptrust Claim
deptrust is a CLI that checks package versions for known vulnerabilities across…
N/A N/A
44877
prog76
vscode-mcp Claim
Exposes VS Code terminals as MCP tools, allowing AI agents to create, execute c…
N/A N/A
44878
Noriget
AgentCron Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
44879
framethrower-ai
FrameThrower Claim
Film stills from 5,489 films, searchable by lighting, lens character, shot size…
44880
ai-singhal
Mirrors Claim
AI agent testing: replay real sessions against a rebuilt staging environment to…
44881
JackVitick
Socialync Claim
Draft, schedule, and publish posts to 8 social platforms with human approval vi…
44882
PavelGuzenfeld
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
44883
Krushali1511
Enables creating Notion pages from natural language prompts via the Notion API,…
44884
dinesh36
Enables interactive chat with AI models via Anthropic API, with controlled file…
N/A N/A
44885
Natural language interface designed for agentic applications to manage and sear…
N/A N/A 81
44886
arvid-berndtsson
Chess MCP Claim
A powerful chess engine and game server built with the Model Context Protocol (…
N/A N/A
44887
Bigred97
aemo-mcp Claim
Query the AEMO NEM in plain English — 5-min prices, demand, generation, rooftop…
N/A N/A
44888
MorganFisher2007
Noemic Claim
Someone to talk to, for your user: coaches, mentors, accountability partners. F…
44889
Tool Filter MCP Claim 1
MCP proxy server that filters tools from upstream MCP servers via regex-based d…
N/A N/A 81
44890
karyaboyraz
keenetic-mcp Claim
An MCP server that lets an AI assistant manage your Keenetic router in plain la…
44891
2niuhe
plantuml_web Claim
A web-based PlantUML frontend with MCP server integration, enable plantuml imag…
81
44892
cyanheads
Guardian Open Platform — search and retrieve full article text from The Guardia…
N/A N/A
44893 N/A N/A 95
44894
caoshuo594
An MCP server that wraps the OpenRouter API, enabling users to access diverse l…
81
44895
Muro-chat
The official hosted MCP server for muro.chat, enabling AI agents to manage cust…
44896
aauth-dev
@aauth/praca Claim 1
An MCP server that brokers discovery and interaction with AAuth resources, prov…
N/A N/A 95
44897
lindoai
mcp-lindoai Claim
MCP (Model Context Protocol) server for Lindo AI — create websites, pages, and …
44898
cambridgetcg
agenttool Claim
Where agents arrive as themselves: DID identity, memory, wallet, inbox, covenan…
44899 N/A N/A 95
44900
carlosfernandescrypt
Local MCP server that transforms Figma documentation and business rules into a …
N/A N/A
Showing 44851–44900 of 66518 servers
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