MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22401 |
Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning
|
C 65 4⁄4 | ||||||||
| 22402 |
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
|
C 65 4⁄4 | ||||||||
| 22403 |
A MCP server for symbolic manipulation of mathematical expressions
|
C 65 4⁄4 | ||||||||
| 22404 |
Provides AI assistants with access to Examplary's exam management platform, ena…
|
C 65 4⁄4 | ||||||||
| 22405 |
Umbrella MCP Server
Claim
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
|
C 65 4⁄4 | ||||||||
| 22406 |
Tools and templates to create validated and maintainable data charts and dashbo…
|
C 65 4⁄3 | ||||||||
| 22407 |
Connects AI assistants to the Vectra AI security platform to enable intelligent…
|
C 65 4⁄4 | ||||||||
| 22408 |
An MCP server for Strava, an app for tracking physical exercise
|
C 65 4⁄4 | ||||||||
| 22409 |
An MCP server that enables interaction with Bitbucket repositories through the …
|
C 65 4⁄4 | ||||||||
| 22410 |
kiro-powers
Claim
Repository of custom kiro powers. https://kiro.dev/docs/powers/
|
C 65 3⁄3 | ||||||||
| 22411 |
Automate and accelerate Indian legal research with intelligent tools that searc…
|
C 65 4⁄3 | ||||||||
| 22412 |
A server that allows AI assistants to browse and read files from specified GitH…
|
C 65 4⁄4 | ||||||||
| 22413 |
Provides a natural language interface for scRNA-Seq analysis using the Scanpy l…
|
C 65 4⁄4 | ||||||||
| 22414 |
dev-assist
Claim
A monorepo for the Google Workspace Dev Assist project, providing an MCP server…
|
C 65 4⁄3 | ||||||||
| 22415 |
Excel-Power-Pivot-MCP
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 65 3⁄3 | ||||||||
| 22416 |
davinci-resolve-mcp
Claim
MCP server integration for DaVinci Resolve providing powerful tools for video e…
|
C 65 4⁄3 | ||||||||
| 22417 |
MCP Server for Polarion
|
C 65 4⁄3 | ||||||||
| 22418 |
interzoid-mcp-server
Claim
MCP server exposing 29 AI-powered Interzoid data quality APIs — company/name/ad…
|
C 65 4⁄4 | ||||||||
| 22419 |
An MCP server that analyzes images using OpenRouter's Gemini Flash model, suppo…
|
C 65 3⁄3 | ||||||||
| 22420 |
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Win…
|
C 65 3⁄3 | ||||||||
| 22421 |
MCP server for Rachio sprinkler controllers — schedules, zones, and live wateri…
|
C 65 3⁄3 | ||||||||
| 22422 |
The Atla MCP Server provides a standardized interface for LLMs to interact with…
|
C 65 4⁄4 | ||||||||
| 22423 |
Enables connecting to Zelta through the Model Context Protocol for use with Cla…
|
C 65 3⁄3 | ||||||||
| 22424 |
Enables Claude to generate images through a local ComfyUI instance using Stable…
|
C 65 3⁄3 | ||||||||
| 22425 |
MCP Server Security Standard (MSSS): an open, testable security control standar…
|
C 65 3⁄3 | ||||||||
| 22426 |
A scoped Nuclei MCP server that only scans targets from HackerOne scope snapsho…
|
C 65 3⁄3 | ||||||||
| 22427 |
Turns your Obsidian vault into an AI memory palace, enabling AI assistants to s…
|
C 65 4⁄3 | ||||||||
| 22428 |
Deterministic decision engine with receipts. Define rules in YAML, query a grap…
|
C 65 4⁄3 | ||||||||
| 22429 |
MCP server for Marketo — 32 tools for leads, programs, emails, forms, lists, an…
|
C 65 3⁄3 | ||||||||
| 22430 |
Enables AI assistants to manage homelab infrastructure through automated servic…
|
C 65 4⁄4 | ||||||||
| 22431 |
MCP that provides fast, token-efficient tools for navigating, searching, and un…
|
C 65 3⁄3 | ||||||||
| 22432 |
An MCP server for loading skills (shim for non-claude clients).
|
C 65 4⁄4 | ||||||||
| 22433 |
A local MCP server that transforms an Obsidian vault into a structured learning…
|
C 65 3⁄3 | ||||||||
| 22434 |
OpenTester
Claim
OpenTester is a testing execution engine designed for AI coding tools (Claude C…
|
C 65 4⁄4 | ||||||||
| 22435 |
MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list…
|
C 65 3⁄3 | ||||||||
| 22436 |
LLM-based code review MCP server with AST-powered smart context extraction. Sup…
|
C 65 4⁄3 | ||||||||
| 22437 |
Peruvian public data — SUNAT RUC, BCRP FX, SEACE tenders. Sourced from official…
|
C 65 3⁄3 | ||||||||
| 22438 |
MCP server for editing STL 3D model files
|
C 65 3⁄3 | ||||||||
| 22439 |
An MCP server that uses AI to analyze code diffs and transform vague commit mes…
|
C 65 3⁄3 | ||||||||
| 22440 |
Reduces token consumption by over 80% through intelligent file caching, returni…
|
C 65 4⁄3 | ||||||||
| 22441 |
Track and optimize AI API spending across 16 providers with live pricing.
|
C 65 3⁄3 | ||||||||
| 22442 |
Some useful tools for developer, almost everything an engineer need: confluence…
|
C 65 3⁄3 | ||||||||
| 22443 |
A Model Context Protocol server that provides tools for interacting with the Pa…
|
C 65 4⁄4 | ||||||||
| 22444 |
An MCP server for the CivNode 'slow web' social platform that enables interacti…
|
C 65 4⁄4 | ||||||||
| 22445 |
ophis
Claim
Transform any Cobra CLI into an MCP server
|
C 65 4⁄3 | ||||||||
| 22446 |
Enables AI assistants to help manage your You Need A Budget (YNAB) finances thr…
|
C 65 4⁄4 | ||||||||
| 22447 |
solscan-mcp
Claim
An MCP tool for querying Solana transactions using natural language with Solsca…
|
C 65 4⁄3 | ||||||||
| 22448 |
Berry MCP Server
Claim
A universal framework for creating and deploying custom Model Context Protocol …
|
C 65 4⁄4 | ||||||||
| 22449 |
Enables AI assistants to interact with Clojure REPLs for evaluating code, perfo…
|
C 65 4⁄3 | ||||||||
| 22450 |
|
C 65 3⁄3 | ||||||||