MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 4 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35451 |
User agent string parser API for AI agents. Parse any user agent into structure…
|
— | ||||||||
| 35452 |
kage
Claim
Verified memory for coding agents: claims cited against code, stale withheld, s…
|
— | ||||||||
| 35453 |
Stomped
Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
|
— | ||||||||
| 35454 |
Torify gives AI agents the Japanese locale primitives that standard libraries l…
|
— | ||||||||
| 35455 |
mcp
Claim
Search and read the public Applivery docs (MDM & app distribution). Read-only, …
|
— | ||||||||
| 35456 |
Parcel Pilot MCP
Claim
Enables AI to query your personal package tracking information from Taobao, JD,…
|
— | ||||||||
| 35457 |
undo
Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
|
— | ||||||||
| 35458 |
copilot-cloud-agent-mcp
Claim
Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via it…
|
— | ||||||||
| 35459 |
Huppert MCP
Claim
MCP server that enables AI assistants to access and query fNIRS data analysis t…
|
— | ||||||||
| 35460 |
Rust Coder
Claim
Enables AI agents to generate, compile, and fix Rust projects from natural lang…
|
— | ||||||||
| 35461 |
vikingdb-mcp-server
Claim
Enables interaction with VikingDB, a high-performance vector database, for stor…
|
— | ||||||||
| 35462 |
be-eli-mcp
Claim
Enables retrieval of Belgian legislation metadata and full text by ELI coordina…
|
— | ||||||||
| 35463 |
mcp-arcgis-novi
Claim
MCP server for querying City of Novi, Michigan open geospatial data (ArcGIS), e…
|
— | ||||||||
| 35464 |
AI Guardian
Claim
Governed local-LLM (Ollama) observability: model policy, prompt scanner, 20 too…
|
— | ||||||||
| 35465 |
Web Page Fetcher
Claim
Fetch web pages with SSRF protection. Returns clean, readable markdown from any…
|
— | ||||||||
| 35466 |
Scout
Claim
Enables AI agents to perform comprehensive search across 27 search engines incl…
|
— | ||||||||
| 35467 |
Enables remote control of audio playback and system volume on a Raspberry Pi vi…
|
— | ||||||||
| 35468 |
gsc-mcp-server
Claim
MCP server for Google Search Console, enabling querying search performance, lis…
|
— | ||||||||
| 35469 |
Amplitude MCP Server
Claim
Enables AI assistants to query and segment event data from Amplitude Analytics …
|
— | ||||||||
| 35470 |
Slack MCP
Claim
Read and respond to Slack from Claude.
|
— | ||||||||
| 35471 |
Hungary payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
|
— | ||||||||
| 35472 |
An MCP server that enables users to read, search, and analyze PDF documents. It…
|
— | ||||||||
| 35473 |
signet-eval
Claim
Deterministic policy enforcement and MCP management for AI agent tool calls.
|
— | ||||||||
| 35474 |
OWASP MCP Server
Claim
A WebSocket-based MCP server for OWASP ZAP security scanning, enabling real-tim…
|
— | ||||||||
| 35475 |
tavily-mcp
Claim
A web search and extraction MCP server powered by Tavily, providing tools for A…
|
— | ||||||||
| 35476 |
mev-history-mcp
Claim
MCP server for EVM MEV history, offering pay-per-call endpoints to check wallet…
|
— | ||||||||
| 35477 |
@bdelanghe/site-mcp
Claim
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
|
— | ||||||||
| 35478 |
MCP server that exposes Italian workplace safety data (D.Lgs 81/08) to any MCP-…
|
— | ||||||||
| 35479 |
Pipeline Assistant MCP
Claim
An MCP server that automates CI/CD pipeline creation, analysis, and security en…
|
— | ||||||||
| 35480 |
NBIM MCP Server
Claim
MCP server for querying data from Norway's Government Pension Fund Global — the…
|
— | ||||||||
| 35481 |
magpie-search
Claim
Federated, local-first search for AI agents: one query fans across transcripts,…
|
— | ||||||||
| 35482 |
BusinessMap MCP Server
Claim
Integrates BusinessMap (formerly Kanbanize) project management capabilities wit…
|
— | ||||||||
| 35483 |
DC Hub
Claim
Connects Claude to live data-center, power & grid intelligence data, enabling q…
|
— | ||||||||
| 35484 |
agent-eval-mcp
Claim
An MCP-style stdio server for evaluating AI agent outputs, enabling CI-friendly…
|
— | ||||||||
| 35485 |
mcp-kb-server
Claim
A Model Context Protocol server providing persistent memory, knowledge base, an…
|
— | ||||||||
| 35486 |
ascii-art-ai-mcp
Claim
Ascii Art Ai MCP Server by MEOK AI Labs
|
— | ||||||||
| 35487 |
@kongyo2/z-etter-mcp
Claim
MCP server to create text posts on Zetter (z-etter.com) from any MCP host, with…
|
— | ||||||||
| 35488 |
Atlas
Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
|
— | ||||||||
| 35489 |
smithly-aix
Claim
|
— | ||||||||
| 35490 |
imagegen-mcp
Claim
AI image generation MCP server with generate, background removal, 4x HD upscale…
|
— | ||||||||
| 35491 |
vikey-mcp-server
Claim
MCP server that exposes the Vikey API for reservation management, property list…
|
— | ||||||||
| 35492 |
citeguard
Claim
Verify citations in AI text: fetches each cited source, returns verdicts with e…
|
— | ||||||||
| 35493 |
dowhistle_mcp
Claim
|
— | ||||||||
| 35494 |
image-metadata-ai-mcp
Claim
image-metadata-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 35495 |
PackageGuard
Claim
x402-gated safety checker for npm/PyPI packages before you npm install / pip in…
|
— | ||||||||
| 35496 |
harmonyos-dev-mcp
Claim
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
|
— | ||||||||
| 35497 |
sec-edgar-mcp
Claim
Access SEC EDGAR financial data through your AI assistant. Search public compan…
|
— | ||||||||
| 35498 |
GoogleCalendarMCP
Claim
MCP server for interacting with Google Calendar, enabling reading events from p…
|
— | ||||||||
| 35499 |
weather-mcp
Claim
|
— | ||||||||
| 35500 |
hiring-mcp
Claim
Enables candidates to apply to your open roles through an AI agent using Model …
|
— | ||||||||