MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56901
K-ulucay
Enables Claude to automate project management on DutyHub, including tasks, spri…
56902
waifuai
Simplified MCP server for managing Solana ICOs with multiple bonding curves, to…
N/A N/A
56903
hunter-volkman
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
N/A N/A
56904
tojoevan
Enables checking SSL certificate expiry for any domain, with status indicators …
56905
nimbus21
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
N/A N/A
56906
NimaZahediN
Enables AI agents to search and analyze OpenAlex scholarly database for OSINT r…
56907
not-a-feature
VEPmcp Claim
Enables variant annotation and effect prediction using the Ensembl VEP API, wit…
56908
anupamprataps
Provides basic tools for testing MCP functionality: echo, greet, and calculate.
N/A N/A
56909
arvinmoj
TwitGhost Claim
Enables interacting with Twitter/X through natural language, including searchin…
56910
kerwin77106
An MCP server that lets AI assistants operate multiple Notion accounts simultan…
56911
ChristianPresley
An MCP server wrapping urlscan.io and VirusTotal APIs to enable AI agents to pi…
56912
nenna-ai-GmbH
Enables querying 6,870 German federal statutes, case law, and legislative prepa…
56913
viralnote
Gives Claude, Cursor, and any MCP client 15 tools to create, schedule, and publ…
56914
pymupdf
MCP server for exporting PDF to markdown, optimized for LLM consumption.
N/A N/A
56915
1335907208
MCP server for reading local WeChat data, enabling AI assistants to query chat …
N/A N/A
56916
Medhovarsh
forkmind Claim
Branchable LLM history DAG + encrypted context capsules agents can save, restor…
N/A N/A
56917
chenz4027
postgres-mcp Claim
Enables Claude to interact with a local PostgreSQL database through SQL queries…
N/A N/A
56918
M-SungJoon
Enables searching and retrieving environmental impact assessment projects from …
56919
rymi-live
@rymi/mcp Claim
Lets any MCP-capable AI client create and manage AI voice agents without writin…
56920
TadMSTR
Provides hybrid vector+BM25+reranker search and index-refresh tools over agent …
N/A N/A
56921
PancrePal-xiaoyibao
Provides structured PubMed literature data for LLM agents, supporting search, c…
56922
Nadeus
Give your AI agent access to 8,400+ software tools — search, compare, get prici…
56923
workbookbulb863
Search, compare, and analyze Korean national laws and public institution intern…
56924
crosmos-labs
MCP server for the Crosmos memory layer, enabling semantic, keyword, and graph …
56925
EezyMAcc
Tattoo Feed Claim
An MCP server that lets an LLM client browse and curate posts from a hand-picke…
N/A N/A
56926
Heretek-RE
re-leak-scan Claim
MCP server for detecting publisher telemetry pipeline leaks in binary artifacts…
N/A N/A
56927
alexcurpan-cloud
NeuralBrain Claim
NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 …
56928
yeswanthreddyk
MCP server for organic Instagram analytics via the Meta Graph API, providing re…
N/A N/A
56929
Show2Instruct
An MCP server that connects AI language models with the Bonsai Blender add-on t…
N/A N/A
56930
Flexcrit
A TypeScript-based MCP server template for the Antigravity agentic environment,…
N/A N/A
56931
calvinling2021-star
Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 t…
56932
AdityaDREXEL
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
56933
molpass
mcp-bible Claim
MCP server for Bible study, providing multi-version verse lookup, keyword/seman…
N/A N/A
56934
domdanao
Enables AI agents to access Magpie Payment Platform APIs for processing payment…
N/A N/A
56935
aramai-schematica
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
56936
AgentBridge-Lab
AI agents can search and match Korean space, aerospace, and defense R\&D suppor…
56937
yama662607
inbox-mcp Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
N/A N/A
56938
kremdigital
Exposes Team Vault's REST API as MCP tools for AI agents, enabling programmatic…
56939
NickoScope
Reads .knxproj files, analyzes group addresses/DPTs/topology, generates Home As…
N/A N/A
56940
coservices-ee
mcp Claim
European road freight and moving prices: quotes, dated price index, glossary, o…
56941
paulieb89
Once connected, your AI agent can: Check any UK company — directors, sharehold…
56942
universal-mcp
Provides a standardized interface for interacting with Perplexity's tools and s…
56943
charlesmooredev
This MCP server enables Claude to speak summaries, announcements, and explanati…
N/A N/A
56944
ForgeHQ-Agents
Enables reading Apple App Store customer reviews, publishing developer response…
56945
sqlew-io
sqlew Claim
Stores architectural decisions in a SQL database for persistent AI agent memory…
56946
rfbatista
MCP server for managing product documentation as markdown files. Supports creat…
N/A N/A
56947
cyanheads
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
N/A N/A
56948
ethan-tsai-tsai
Scrape and analyze replies from any public Threads post right from your AI codi…
N/A N/A
56949
fmacpro
Live MTG sealed product prices across UK retailers. Search, compare, track deal…
56950
reactiongears
MCP server that analyzes TTS audio recordings, providing transcription, quality…
N/A N/A
Showing 56901–56950 of 67286 servers