MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29306
Scored
2098
Verified
16952
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35851
AndresNinou
A simple demonstration MCP server that provides basic greeting functionality an…
N/A N/A 95
35852
daedalus
Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
N/A N/A
35853
eddy06260626
saqz Claim
N/A N/A 95
35854
srotzin
MCP server for Hive Prior patent priority timestamping, enabling content disclo…
35855
oomkapwn
enquire-mcp Claim
MCP server that exposes a local Obsidian vault as persistent, searchable memory…
35856
ziamalik
A Model Context Protocol server that lets Claude (and any MCP client) cite actu…
N/A N/A
35857
rashidazarang
Enables AI assistants to manage Debian package repositories through natural lan…
81
35858
annoft
MCP server for reading World of Warcraft client files via CASC storage, enablin…
N/A N/A
35859
matthewagi
An MCP server that provides 20 tools to control the Unity Editor with natural l…
N/A N/A
35860
prajapatimehul
Enables scanning AWS accounts for cost optimization opportunities by reading re…
N/A N/A
35861
petalframework
MCP server that exposes petal_components schemas and usage examples to AI codin…
35862
steelhead99x
Provides weather forecast data from the US National Weather Service API through…
81
35863
piquesignal
Solana memecoin Flash Point alerts with conviction scoring, safety profiles, an…
35864
SamuraiBuddha
Enables AI assistants like Claude to interact with Autodesk Construction Cloud …
N/A N/A 95
35865
supersaiyane
AmplifyrMCP Claim
AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
N/A N/A
35866
tcpatter
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
81
35867
Writehand-Solutions
productised Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
N/A N/A
35868
VxASI
Enables natural language control of Blender 3D through MCP clients, allowing cr…
N/A N/A
35869
open-agent-id
oaid-mcp Claim
Enables AI agents to securely use Open Agent ID credentials for signing request…
N/A N/A 95
35870
JigsawStack
Convert Speech to Text using JigsawStack's AI Models.
N/A N/A 95
35871
halismertkir
Search and explore academic profiles from YÖK Akademik. Retrieve structured pro…
N/A N/A 95
35872
almir.kvakic
test Claim
N/A N/A 95
35873
Voxos-ai-Inc
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
35874
Polaralias
Index and search reusable skills from local folders. Discover relevant skills w…
N/A N/A 95
35875
thaleslaray
hotmart-mcp Claim
Enables querying Hotmart sales, subscriptions, members area, products, and coup…
35876
aramai-schematica
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
35877
charliehzm
medharness Claim
Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SO…
N/A N/A
35878
pipeworx-io
mcp-rcsb-pdb Claim
Enables querying and retrieving experimental protein structures from the RCSB P…
35879
Eshaan-Nair
ArcRift Claim
Persistent local memory layer for AI. ArcRift uses a Chrome extension and a nat…
N/A N/A
35880
beehiveinnovations
zen Claim
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Cla…
86
35881
@wxkingstar
search-docs Claim
N/A N/A 95
35882
mfbahc
Colter Claim
MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.
N/A N/A
35883
wanghuan9
SkillDock is a skill manager and MCP manager for installing, viewing, updating,…
N/A N/A
35884
sanjana-pier39
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
35885
reagost
Nerve blockchain JSON-RPC & REST MCP server for AI Agents. Query balances, tran…
N/A N/A 95
35886
schwarztim
Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
N/A N/A
35887
award-flight-daily
Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
81
35888
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
N/A N/A 81
35889
dorialn68
Enables AI-powered 3D content creation in Blender through natural language, inc…
N/A N/A
35890
erorund
Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.
35891
sitisambal
pid Claim
N/A N/A 95
35892
stevepridemore
graph-memory Claim
Personal knowledge graph for Claude on Neo4j. Typed entities (Person/Project/De…
35893
myeverydaydriver
# MED Vehicle Intelligence **Expert car repair and maintenance advisory tool…
81
35894
rrs1979
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
81
35895
protae5544
nextjsui9 Claim
N/A N/A 95
35896
CourtimusPrime
gopher Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
N/A N/A
35897
AuthSoftware-development
Freepik MCP Claim
Enables AI assistants to search, download, and generate visual content using Fr…
35898
dudi07
Provide real-time weather information and forecasts to your applications. Enabl…
N/A N/A 95
35899
srishtivverma
aistuff Claim
N/A N/A 95
35900
CSOAI-ORG
expense-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 35851–35900 of 41393 servers
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