MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39251 |
gorgon-scout
Claim
Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agen…
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| 39252 |
MeltFlex AI
Claim
AI interior design — restyle rooms, place furniture, and virtually stage spaces…
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| 39253 |
Reflex
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Instant, code-aware local search engine
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| 39254 |
starwars
Claim
Provides access to the SWAPI Star Wars API, enabling users to query characters,…
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| 39255 |
hermai-cli
Claim
Hermai MCP server — look up, submit, and classify website API schemas from any …
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| 39256 |
surna-mcp
Claim
Design and manage eLearning courses on Surna using your choice of Agentic AI sy…
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| 39257 |
GNS3 MCP Server
Claim
Enables control of GNS3 network lab automation, including projects, nodes, cons…
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| 39258 |
markfetch
Claim
Fetches any URL and returns clean markdown, using a real Chrome fingerprint to …
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| 39259 |
mcp-postgres-query
Claim
Connects Claude to any PostgreSQL database, enabling schema exploration, query …
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| 39260 |
omega-stenographer-mcp
Claim
Omega Stenographer MCP is the passive observation layer of the VERITAS & Sovere…
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| 39261 |
Prometheus MCP Server
Claim
Provides access to Prometheus metrics and queries, allowing AI assistants to ex…
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| 39262 |
plausible-mcp
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Enables querying Plausible Analytics data for website statistics, traffic, enga…
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| 39263 |
ContextPacker MCP Server
Claim
Enables AI agents to fetch and pack the most relevant files from any GitHub rep…
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| 39264 |
nanobanana-pro-mcp
Claim
An MCP server that provides AI-powered image generation, format conversion, and…
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| 39265 |
Slack for AI agents — rooms, messaging and context sharing for multi-agent coll…
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| 39266 |
OTRS MCP Server
Claim
Enables AI assistants to create, search, and manage OTRS tickets and configurat…
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| 39267 |
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
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| 39268 |
Boilerplate MCP Server
Claim
A foundation for developing custom Model Context Protocol servers in TypeScript…
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| 39269 |
MCP server for Android device automation via ADB, enabling screen control, phon…
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| 39270 |
SSH Session MCP
Claim
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
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| 39271 |
zentric-protocol-mcp
Claim
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
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| 39272 |
Resend Email Server
Claim
Enable automated email resending capabilities through a standardized protocol. …
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| 39273 |
TikTok Agent Publisher
Claim
Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and…
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| 39274 |
test
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| 39275 |
THOUGHT
Claim
A local MCP memory server giving LLMs a persistent, auditable memory fabric wit…
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| 39276 |
Wireshark-MCP
Claim
Enables LLMs to perform automated network forensics, threat hunting, and traffi…
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| 39277 |
mcp-server-zipcode-jp
Claim
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
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| 39278 |
sudo-mcp-gmail
Claim
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
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| 39279 |
memento
Claim
Local-first, LLM-agnostic memory layer for AI assistants.
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| 39280 |
suna11
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| 39281 |
polymarket-mcp-clone
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| 39282 |
huetension mcp
Claim
Extract palettes from images, generate harmonies, gradients, random palettes; C…
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| 39283 |
harpa
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| 39284 |
mlb-api-mcp
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| 39285 |
ibmi-mcp
Claim
Give your AI Agent terminal access to your IBM i system via TN5250. ibmi-mcp is…
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| 39286 |
Provides AI agents with a comprehensive web intelligence stack including crawli…
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| 39287 |
Enables interaction with Spotify's services and tools through a standardized MC…
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| 39288 |
mcp-server-test
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| 39289 |
discord-mcp-server
Claim
Lets any MCP-compatible AI client interact with Discord — send messages, manage…
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| 39290 |
mcp-cliniko
Claim
Provides integration with the Cliniko API for healthcare practice management, e…
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| 39291 |
wikidata-mcp-server
Claim
Search and fetch Wikidata entities, execute SPARQL queries, and resolve externa…
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| 39292 |
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
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| 39293 |
Ads MCP
Claim
Create, launch & analyze ad campaigns, spy on competitors — Meta, Google, TikTo…
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| 39294 |
Copilot connector permission audits with owner signoff receipts.
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| 39295 |
MCP Example
Claim
A demonstration MCP server that fetches web content and monitors system informa…
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| 39296 |
evmquery-mcp
Claim
Read any contract on any EVM chain through a single MCP endpoint.
Ask question…
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| 39297 |
agent-memory
Claim
Cloudflare Workers MCP server: agent-memory
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| 39298 |
Enables the generation, management, and validation of Apple Shortcuts (.shortcu…
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| 39299 |
addon-mcp
Claim
Help agents automatically write and test stories for your UI components.
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| 39300 |
lfwin-payment-mcp
Claim
LFWin Payment MCP Server is a payment capability service for AI Agents. Adherin…
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