MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26951 |
MCP server for publishing markdown AI research entries to a Convex database. Su…
|
C 66 3⁄4 | ||||||||
| 26952 |
MCP server for QuickBooks Online providing read-only access to customers, vendo…
|
C 66 3⁄4 | ||||||||
| 26953 |
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
|
C 66 3⁄4 | ||||||||
| 26954 |
mcp-server
Claim
PulseChain on-chain analytics: token safety scores (0-100), honeypot detection,…
|
C 66 3⁄4 | ||||||||
| 26955 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 65 3⁄4 | ||||||||
| 26956 |
Paid MCP server that evaluates typography accessibility beyond what axe and Lig…
|
C 65 3⁄4 | ||||||||
| 26957 |
A command-line interface application that enables interactive chat with AI mode…
|
C 65 3⁄4 | ||||||||
| 26958 |
Enables AI assistants to manage Thinkific sites through the REST Admin API, pro…
|
C 65 3⁄4 | ||||||||
| 26959 |
Integrates Slack channels and Slack Lists to automate bug report scanning and Q…
|
C 65 3⁄4 | ||||||||
| 26960 |
Provides access to over 80 tools for managing OMICall and OMICRM APIs, includin…
|
C 65 3⁄4 | ||||||||
| 26961 |
ctrader-mcp-server
Claim
A standalone Model Context Protocol (MCP) server that enables AI assistants to …
|
C 65 3⁄4 | ||||||||
| 26962 |
Deploys a minimal MCP-compatible Python tool server on Amazon EKS that establis…
|
C 65 3⁄4 | ||||||||
| 26963 |
restaurant-ai-mcp MCP server by MEOK AI Labs
|
C 65 3⁄4 | ||||||||
| 26964 |
Enables AI agents to generate and render charts as PNG, SVG, or WebP images dir…
|
C 65 3⁄4 | ||||||||
| 26965 |
vidlizer pulls frames out of any video, image, or PDF using ffmpeg, sends them …
|
C 65 3⁄4 | ||||||||
| 26966 |
VaultCrux Platform
Claim
VaultCrux Platform — 60 tools: retrieval, proof, intel, economy, watch, org
|
C 65 3⁄5 | ||||||||
| 26967 |
Metabase
Claim
Metabase includes a built-in Model Context Protocol (MCP) server that lets AI c…
|
C 65 3⁄4 | ||||||||
| 26968 |
Provides semantic search and access to Contraption Company blog posts and essay…
|
C 65 3⁄4 | ||||||||
| 26969 |
A local academic tool that enables searching across nine academic sources, down…
|
C 65 3⁄4 | ||||||||
| 26970 |
An MCP server that enables LLM clients to manage tasks, timers, and notes in Rh…
|
C 65 3⁄4 | ||||||||
| 26971 |
An MCP server for Clio Manage legal practice management software that enables C…
|
C 65 3⁄4 | ||||||||
| 26972 |
Provides AI job displacement data and automation risk assessments for over 59,0…
|
C 65 3⁄4 | ||||||||
| 26973 |
Provides AI agents with access to Moroccan Court of Cassation decisions through…
|
C 65 3⁄4 | ||||||||
| 26974 |
MCP Pytest Server
Claim
An MCP-compliant server that enables the execution of pytest test suites and th…
|
C 65 3⁄4 | ||||||||
| 26975 |
A command-line interface application for interactive chat with AI models via th…
|
C 65 3⁄4 | ||||||||
| 26976 |
Enables Claude to read, write, search, and manage Obsidian vault notes through …
|
C 65 3⁄4 | ||||||||
| 26977 |
Astria-Index
Claim
AI memory that works like yours. Neural pathway architecture gives your AI pers…
|
C 65 3⁄4 | ||||||||
| 26978 |
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
|
C 65 3⁄4 | ||||||||
| 26979 |
MCP server for analyzing Perl code with Perl::Critic, enabling code quality che…
|
C 65 3⁄4 | ||||||||
| 26980 |
MCP server for interacting with GitLab API, supporting both self-hosted instanc…
|
C 65 3⁄4 | ||||||||
| 26981 |
Enables AI agents to access live market data from the BRVM stock exchange, supp…
|
C 65 3⁄4 | ||||||||
| 26982 |
Roboflow MCP Server
Claim
Integrates the Roboflow platform with Claude Code to manage computer vision dat…
|
C 65 3⁄4 | ||||||||
| 26983 |
abap-mcpb
Claim
Enables SAP ABAP development by connecting Claude Desktop to SAP systems via th…
|
C 65 3⁄4 | ||||||||
| 26984 |
Enables interaction with SABnzbd (usenet) and qBittorrent (torrent) download cl…
|
C 65 3⁄4 | ||||||||
| 26985 |
Connects LLMs to Elasticsearch with a Semantic-to-Lexical layer that translates…
|
C 65 3⁄4 | ||||||||
| 26986 |
A remote MCP server deployed on Cloudflare Workers that returns gifs based on i…
|
C 65 3⁄4 | ||||||||
| 26987 |
Enables AI agents to search restaurants, place delivery orders, and track real-…
|
C 65 3⁄4 | ||||||||
| 26988 |
An MCP server that makes AI agents speak a brief summary of every response out …
|
C 65 3⁄4 | ||||||||
| 26989 |
An MCP server that gives AI assistants access to UK Parliament data. Query MPs,…
|
C 65 3⁄4 | ||||||||
| 26990 |
AI-powered property intelligence for instant zoning analysis, buildability asse…
|
C 65 3⁄4 | ||||||||
| 26991 |
An MCP server that enables LLMs to pull-based search through Clawket's RAG repo…
|
C 65 3⁄4 | ||||||||
| 26992 |
Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and…
|
C 65 3⁄4 | ||||||||
| 26993 |
Eterna MCP
Claim
Premium low cost execution layer for AI trading agents, with access to perpetua…
|
C 65 3⁄4 | ||||||||
| 26994 |
Bricks MCP
Claim
A WordPress plugin that enables AI assistants to manage Bricks Builder sites th…
|
C 65 3⁄4 | ||||||||
| 26995 |
MCP Server for OpenTTT — Proof of Time tools for AI agents
AI Agent A and Agen…
|
C 65 3⁄4 | ||||||||
| 26996 |
Enables read, write, edit, and file transfer operations on TorchV AIS enterpris…
|
C 65 3⁄4 | ||||||||
| 26997 |
An MCP server for managing Pi-hole v6 DNS filtering and ad-blocking. It provide…
|
C 65 3⁄4 | ||||||||
| 26998 |
Enables direct access to CSMAR financial databases through Claude Code. Support…
|
C 65 3⁄4 | ||||||||
| 26999 |
Enables downloading watermark-free videos from Douyin (TikTok China) share link…
|
C 65 3⁄4 | ||||||||
| 27000 |
Search Google Flights-style itineraries with simple MCP tools for route lookup,…
|
C 65 3⁄4 | ||||||||