MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39251
Gorgon-Cyber
gorgon-scout Claim
Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agen…
N/A N/A
39252
MeltFlexDevs
MeltFlex AI Claim
AI interior design — restyle rooms, place furniture, and virtually stage spaces…
N/A N/A
39253
reflex-search
Reflex Claim
Instant, code-aware local search engine
N/A N/A
39254
johnpapa
starwars Claim
Provides access to the SWAPI Star Wars API, enabling users to query characters,…
39255
hermai-ai
hermai-cli Claim
Hermai MCP server — look up, submit, and classify website API schemas from any …
N/A N/A
39256
discoverelearning
surna-mcp Claim
Design and manage eLearning courses on Surna using your choice of Agentic AI sy…
N/A N/A 95
39257
ChistokhinSV
Enables control of GNS3 network lab automation, including projects, nodes, cons…
39258
vasylenko
markfetch Claim
Fetches any URL and returns clean markdown, using a real Chrome fingerprint to …
39259
lordbasilaiassistant-sudo
Connects Claude to any PostgreSQL database, enabling schema exploration, query …
N/A N/A
39260
VrtxOmega
Omega Stenographer MCP is the passive observation layer of the VERITAS & Sovere…
N/A N/A
39261
raihan0824
Provides access to Prometheus metrics and queries, allowing AI assistants to ex…
39262
alexanderop
Enables querying Plausible Analytics data for website statistics, traffic, enga…
39263
rozetyp
Enables AI agents to fetch and pack the most relevant files from any GitHub rep…
39264
rzgrozt
An MCP server that provides AI-powered image generation, format conversion, and…
N/A N/A
39265
AiAgentKarl
Slack for AI agents — rooms, messaging and context sharing for multi-agent coll…
39266
theredbluepill
Enables AI assistants to create, search, and manage OTRS tickets and configurat…
39267
cejor6
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
N/A N/A
39268
igun997
A foundation for developing custom Model Context Protocol servers in TypeScript…
N/A N/A 95
39269
wilsonbeam
MCP server for Android device automation via ADB, enabling screen control, phon…
N/A N/A
39270
Zw-awa
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
N/A N/A
39271
ZentricProtocol
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
N/A N/A
39272
HamnaCh456
Enable automated email resending capabilities through a standardized protocol. …
N/A N/A 95
39273
davidmosiah
Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and…
N/A N/A
39274
codly.fun
test Claim
N/A N/A 95
39275
RNBBarrett
THOUGHT Claim
A local MCP memory server giving LLMs a persistent, auditable memory fabric wit…
N/A N/A
39276
Gentle-bae
Enables LLMs to perform automated network forensics, threat hunting, and traffi…
N/A N/A
39277
tanish-kr
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
39278
sahilyadav902
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
N/A N/A
39279
veerps57
memento Claim
Local-first, LLM-agnostic memory layer for AI assistants.
N/A N/A
39280
sinkiangscorpio
suna11 Claim
N/A N/A 95
39281 N/A N/A 95
39282
leporel
Extract palettes from images, generate harmonies, gradients, random palettes; C…
39283
seankrux
harpa Claim
N/A N/A 95
39284
ahump20
mlb-api-mcp Claim
N/A N/A 95
39285
WhitehornLtd
ibmi-mcp Claim
Give your AI Agent terminal access to your IBM i system via TN5250. ibmi-mcp is…
39286
AI-enthusiasts
Provides AI agents with a comprehensive web intelligence stack including crawli…
81
39287
universal-mcp
Enables interaction with Spotify's services and tools through a standardized MC…
39288 N/A N/A 95
39289
ngoctranfire
Lets any MCP-compatible AI client interact with Discord — send messages, manage…
39290
andymillar84-cyber
mcp-cliniko Claim
Provides integration with the Cliniko API for healthcare practice management, e…
39291
cyanheads
Search and fetch Wikidata entities, execute SPARQL queries, and resolve externa…
39292
shuji-bonji
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
N/A N/A
39293
adkit
Ads MCP Claim
Create, launch & analyze ad campaigns, spy on competitors — Meta, Google, TikTo…
39294
clauxel
Copilot connector permission audits with owner signoff receipts.
39295
stevensu1977
MCP Example Claim
A demonstration MCP server that fetches web content and monitors system informa…
N/A N/A
39296
evmquery-com
evmquery-mcp Claim
Read any contract on any EVM chain through a single MCP endpoint. Ask question…
81
39297
lazymac2x
agent-memory Claim
Cloudflare Workers MCP server: agent-memory
39298
Kalypsokichu-code
Enables the generation, management, and validation of Apple Shortcuts (.shortcu…
81
39299
storybookjs
addon-mcp Claim
Help agents automatically write and test stories for your UI components.
N/A N/A 95
39300
litsen
LFWin Payment MCP Server is a payment capability service for AI Agents. Adherin…
Showing 39251–39300 of 43365 servers
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