MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66951
gabrielmahia
familia-mcp Claim
Provides tools for managing Kenyan family legal matters including inheritance, …
— ○ ⏳ — — — — — —
66952
extao15
A local CLI and MCP server enabling an LLM to control GarageBand on macOS via A…
— ○ ⏳ — N/A N/A — — —
66953
smithery
Notion Claim
Manage your workspace by searching, creating, and updating pages or databases. …
— ○ ⏳ — — — — 81 —
66954
beatwad
Enables executing Python code, managing environments and packages, and performi…
— ○ ⏳ — — — — — —
66955
sharmax-vikas
MCP_testing Claim
Demonstrates a simple MCP client-server setup using fastmcp, with an advanced b…
— ○ ⏳ — — — — — —
66956
hlebtkachenko
admtools Claim
MCP server for managing domains, DNS records, email mailboxes, and billing on t…
— ○ ⏳ — N/A N/A — — —
66957
wyre-technology
MCP server for Kaseya VSA — endpoints, patches, procedures, alarms, and tickets…
— ○ ⏳ — — — — — —
66958
krim404
mem0-mcp Claim
A thin stdio MCP bridge to a self-hosted mem0 OSS server for agent memory, enab…
— ○ ⏳ — N/A N/A — — —
66959
gavin3129
akshare-mcp Claim
An MCP server that gives AI assistants direct, structured access to China A-sha…
— ○ ⏳ — — — — — —
66960
polybeta2
A Python MCP server that loads and analyzes HAR files locally, providing struct…
— ○ ⏳ — N/A N/A — — —
66961
ibraheem4
Linear Claim
Interact with Linear's API for managing issues, projects, and teams.
— ○ ⏳ — N/A N/A — 95 —
66962
SharpLu
Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MC…
— ○ ⏳ — — — — — —
66963
pipeworx-io
Enables searching and querying Pima County, Arizona open geospatial data (parce…
— ○ ⏳ — — — — — —
66964
AiAgentKarl
Provides tamper-proof audit logging for AI agents using SHA-256 hash chains, in…
— ○ ⏳ — N/A N/A — — —
66965
Future-Proof-DS
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
— ○ ⏳ — — — — — —
66966
cyanheads
Resolve airport codes (IATA/ICAO/GPS/local), search airports, find the nearest …
— ○ ⏳ — — — — — —
66967
pipeworx-io
mcp-color Claim
Provides color conversion between formats, WCAG contrast ratio computation, and…
— ○ ⏳ — — — — — —
66968
songtianlun
joplin-mcp Claim
Enables interaction with Joplin notes through MCP, allowing searching, creating…
— ○ ⏳ — N/A N/A — — —
66969
LtMarx
Arr-MCP Claim
MCP server to manage your *ARR media stack (Radarr, Sonarr, Lidarr, Readarr, Pr…
— ○ ⏳ — — — — — —
66970
aggreyeric
Fuses five market signals into a five-state regime classifier to determine mark…
— ○ ⏳ — N/A N/A — 95 —
66971
cmaurer
Provides tools to search the Mouser Electronics parts catalog via keyword, part…
— ○ ⏳ — — — — — —
66972
gabrielmahia
soko-mcp Claim
MCP server for East Africa commodity price intelligence — regional price compar…
— ○ ⏳ — N/A N/A — — —
66973
Unwynd-io
Enables AI tools to read and write HERO documents, projects, tables, and templa…
— ○ ⏳ — — — — — —
66974
pipeworx-io
Provides Mapbox geocoding, routing, isochrones, map matching, and static map im…
— ○ ⏳ — — — — — —
66975
janbruinier
MCP server for GDPR compliance checks. Analyze data processing activities, asse…
— ○ ⏳ — N/A N/A — 95 —
66976
Neo0ai
A coordinate-based semantic addressing system for AI agents, providing tools to…
— ○ ⏳ — — — — — —
66977
syia-ai
Enables LLMs to access stock market and cryptocurrency data through the Financi…
— ○ ⏳ — — — — — —
66978
spp417833515
Cross-platform remote debugging agent with MCP support for launching processes,…
— ○ ⏳ — — — — — —
66979
Nairolf138
Eos MCP Claim
Transforms an ETC Eos lighting console into a service controllable by AI assist…
— ○ ⏳ — N/A N/A — — —
66980
Rocketech-Software-Development
formacv Claim
FormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and …
— ○ ⏳ — N/A N/A — — —
66981
AgentTools-Cloud
Discover x402 services, MCP servers and A2A agents by intent — agent-tools.clou…
— ○ ⏳ — — — — — —
66982
reiple
Read-only MCP server for ClickHouse that allows listing databases and tables, d…
— ○ ⏳ — — — — — —
66983
Baneado98
Enables CORS diagnostics with a free local tier and a premium server-side tier …
— ○ ⏳ — — — — — —
66984
musantro
iRacing MCP Claim
Integrates iRacing with the Model Context Protocol to retrieve profile statisti…
— ○ ⏳ — — — — — —
66985
kamflowersthemacrogod
Enables AI assistants to access Twitter/X data including user profiles, tweets,…
— ○ ⏳ — N/A N/A — — —
66986
suresh-ums
Manages Google Workspace users through the Admin Directory API, enabling user l…
— ○ ⏳ — — — — — —
66987
vinterstum
Enables conversational live coding with Claude AI and TidalCycles for algorithm…
— ○ ⏳ — N/A N/A — — —
66988
sdntechforum
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
— ○ ⏳ — — — — — —
66989
gaddobenedetti
MCP Email Claim
Enables AI agents to send and receive emails via POP3 and SMTP, with tools for …
— ○ ⏳ — N/A N/A — — —
66990
mkcrw
Diagnoses why a FiveM server or resource is broken by scanning local configs, m…
— ○ ⏳ — N/A N/A — — —
66991
CEDARScript
Exposes CEDARScript Editor through Model Context Protocol, enabling AI agents t…
— ○ ⏳ — N/A N/A — — —
66992
mcallaway
Enables exporting Apple Safari Reading List entries to JSON and adding new item…
— ○ ⏳ — N/A N/A — 95 —
66993
debian777
KAIROS MCP Claim
Enables AI agents to store and execute reusable protocol chains with persistent…
— ○ ⏳ — — — — — —
66994
iamdheerajdubey
Enables AI agents to securely access and query Prisma SD-WAN operational data f…
— ○ ⏳ — — — — — —
66995
Tlechanteur
Enables AI assistants to control Adobe InDesign for automated publishing workfl…
— ○ ⏳ — N/A N/A — — —
66996
crmy-ai
CRMy Claim
Provides AI agents with operational customer context, including typed revenue o…
— ○ ⏳ — — — — — —
66997
OlegStanKoptev
fintablo-mcp Claim
Read-only MCP server that computes financial answers, such as work-in-progress …
— ○ ⏳ — — — — — —
66998
lightblink
An MCP server that enables AI-assisted Cocos Creator asset production, generati…
— ○ ⏳ — N/A N/A — — —
66999
Floryvibla
Enables WhatsApp messaging and management through the Evolution API, supporting…
— ○ ⏳ — — — — — —
67000
sukrutkrdg
MCP server exposing x402 Bazaar's paid Base APIs (token risk/honeypot, prices, …
— ○ ⏳ — — — — — —
Showing 66951–67000 of 68965 servers