MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48001 |
pubnub-mcp
Claim
|
— | ||||||||
| 48002 |
opnsense-mcp-server
Claim
Exposes the OPNsense REST API to AI clients, enabling natural language manageme…
|
— | ||||||||
| 48003 |
Ledger MCP
Claim
Provides double-entry accounting for AI agents, allowing creation of a chart of…
|
— | ||||||||
| 48004 |
Orbis API Marketplace
Claim
Browse, discover, and call 971 production APIs from Claude, Cursor, or Windsurf…
|
— | ||||||||
| 48005 |
MCPpedia
Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
|
— | ||||||||
| 48006 |
FastMCP server for surgical queries against a vault knowledge graph (NetworkX n…
|
— | ||||||||
| 48007 |
@slantis/mcp-teamtailor
Claim
Full-coverage, read-only MCP server for the Teamtailor recruitment API. Exposes…
|
— | ||||||||
| 48008 |
6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction …
|
— | ||||||||
| 48009 |
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
|
— | ||||||||
| 48010 |
Salestools Club
Claim
Salestools Club is a technical registry and audit of 300+ sales APIs and MCP se…
|
— | ||||||||
| 48011 |
scorton-mcp
Claim
MCP server for behavioral cybersecurity and AI risk scoring in financial workfl…
|
— | ||||||||
| 48012 |
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
|
— | ||||||||
| 48013 |
figma-mcp-server
Claim
Enables developers to extract and organize Figma design files, including comple…
|
— | ||||||||
| 48014 |
Provides access to the Library of Congress (loc.gov) data, enabling AI agents t…
|
— | ||||||||
| 48015 |
mcp-makefile-server
Claim
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
|
— | ||||||||
| 48016 |
unreal-source-mcp
Claim
Indexes Unreal Engine source code into a local database, providing AI coding as…
|
— | ||||||||
| 48017 |
MyCourseVille MCP
Claim
Enables AI to read MyCourseVille data locally, including assignments, deadlines…
|
— | ||||||||
| 48018 |
zenn-articles
Claim
An MCP server for searching Zenn blog posts and generating frontend weekly cont…
|
— | ||||||||
| 48019 |
Tropicalia MCP Server
Claim
Enables searching documents in a Tropicalia project using hybrid, neural, or ke…
|
— | ||||||||
| 48020 |
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
|
— | ||||||||
| 48021 |
mcp-quotes
Claim
Enables users to retrieve citation-grade quotes from public-domain authors thro…
|
— | ||||||||
| 48022 |
Rezoomex MCP Server
Claim
Enables interaction with the Rezoomex API for project management and user story…
|
— | ||||||||
| 48023 |
MCP SCP Server
Claim
Enables secure file transfer operations with remote Linux and Windows systems v…
|
— | ||||||||
| 48024 |
JokesMCP
Claim
MCP server that delivers jokes upon request, adapting to user humor preferences…
|
— | ||||||||
| 48025 |
pullboard
Claim
Coordination board for AI agents: atomic claims, no self-verification, independ…
|
— | ||||||||
| 48026 |
mcp-molecules
Claim
Chemistry toolbox computed from authoritative data: molecular weight / molar ma…
|
— | ||||||||
| 48027 |
semantic-search-mcp
Claim
Provides semantic code search over codebases using local embeddings with natura…
|
— | ||||||||
| 48028 |
blocksnet-mcp
Claim
Local MCP server for urban analytics that wraps BlocksNet agent, enabling natur…
|
— | ||||||||
| 48029 |
super-mcp
Claim
A gateway that aggregates multiple MCP servers into a single endpoint, namespac…
|
— | ||||||||
| 48030 |
Caduceus Memory MCP
Claim
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
|
— | ||||||||
| 48031 |
Tracks mistakes and solutions from past Claude sessions to avoid repeating fail…
|
— | ||||||||
| 48032 |
power-point-mcp
Claim
Enables Claude to read, create, and edit a single pre-bound PowerPoint file via…
|
— | ||||||||
| 48033 |
Enables Salesforce Agentforce agents to find compatible replacement batteries, …
|
— | ||||||||
| 48034 |
mcp-data-kingcounty
Claim
Enables querying and searching King County Open Data datasets via Socrata SoQL,…
|
— | ||||||||
| 48035 |
Downtester Status
Claim
Live service status, active incidents, search, and outage history from Downtest…
|
— | ||||||||
| 48036 |
Remote MCP Server
Claim
Enables running MCP tools remotely on Cloudflare Workers with OAuth login. Supp…
|
— | ||||||||
| 48037 |
altium-mcp
Claim
Use Claude to control or ask questions about your Altium project.
|
— | ||||||||
| 48038 |
proofdrop-mcp
Claim
Enables AI agents to upload temporary public review artifacts (screenshots, scr…
|
— | ||||||||
| 48039 |
K8s Observability MCP
Claim
Enables exploration of Kubernetes metrics, logs, traces, and service graph data…
|
— | ||||||||
| 48040 |
personal-finance-ai-mcp
Claim
personal-finance-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 48041 |
mdymcp
Claim
Unified MCP server for Mingdao platform, providing 98 tools for collaboration A…
|
— | ||||||||
| 48042 |
mermaid-mcp-server
Claim
|
— | ||||||||
| 48043 |
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
|
— | ||||||||
| 48044 |
image-mcp
Claim
Provides 80+ image processing tools including AI generation, background removal…
|
— | ||||||||
| 48045 |
paper-search-mcp
Claim
Enables agents to search papers across Semantic Scholar and arXiv, read and ext…
|
— | ||||||||
| 48046 |
opensprinkler-mcp
Claim
Enables managing OpenSprinkler irrigation controllers via Claude Desktop, inclu…
|
— | ||||||||
| 48047 |
llmsdottxt-mcp
Claim
Auto-discovers llms.txt documentation from project dependencies and exposes it …
|
— | ||||||||
| 48048 |
CarryFeed
Claim
Resolve public X/Twitter profiles, posts, and media through CarryFeed.
|
— | ||||||||
| 48049 |
catalog
Claim
Search 41,000+ agent skills, MCP servers, plugins & loops — real install counts…
|
— | ||||||||
| 48050 |
Integrates with Google Docs and Gmail for AI-driven document editing and email …
|
— | ||||||||