MCP Server Quality Scores
Independent quality analysis of 48850 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20551 |
Code Intelligence for Elixir: module search, function tracking, and PR attribut…
|
B 74 4⁄3 | ||||||||
| 20552 |
Provides comprehensive access to the FieldEdge field service management platfor…
|
B 74 4⁄4 | ||||||||
| 20553 |
SFMC AMPscript/SSJS/GTL tools + searchable help for 7 MC products (Engagement, …
|
B 74 3⁄3 | ||||||||
| 20554 |
An MCP server that enables AI assistants to directly run, inspect, modify, and …
|
B 74 3⁄3 | ||||||||
| 20555 |
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo p…
|
B 74 4⁄3 | ||||||||
| 20556 |
Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute…
|
B 74 3⁄3 | ||||||||
| 20557 |
A minimal MCP server demo written without the MCP Python SDK that demonstrates …
|
B 74 3⁄3 | ||||||||
| 20558 |
MCP local-first CLI tool that converts PRD text files into persistent execution…
|
B 74 4⁄3 | ||||||||
| 20559 |
aderyn
Claim
Solidity Static Analyzer that easily integrates into your editor
|
B 74 4⁄3 | ||||||||
| 20560 |
Notion
Claim
Manage Notion pages and databases from your workflow. Search, read, and update …
|
B 74 4⁄3 | ||||||||
| 20561 |
A production-ready MCP server that enables AI assistants to manage enterprise A…
|
B 74 4⁄4 | ||||||||
| 20562 |
Query Polymarket prediction markets via The Graph — 20 tools, 8 subgraphs
|
B 74 4⁄3 | ||||||||
| 20563 | B 74 3⁄3 | |||||||||
| 20564 |
Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary
|
B 74 3⁄3 | ||||||||
| 20565 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
B 74 4⁄4 | ||||||||
| 20566 |
Search federal government contract opportunities from SAM.gov via Claude
|
B 74 3⁄3 | ||||||||
| 20567 |
Supabase MCP Server with support for SQL query execution and database explorati…
|
B 74 4⁄3 | ||||||||
| 20568 |
SEC EDGAR filings, XBRL financials, FRED economic data, and real-time market qu…
|
B 74 3⁄3 | ||||||||
| 20569 |
Enable AI-assisted development with integrated workflow automation, Python host…
|
B 74 4⁄3 | ||||||||
| 20570 |
A Snowflake MCP server — SQL queries, schema exploration, and data insights for…
|
B 74 3⁄3 | ||||||||
| 20571 |
Hybrid semantic search (dense vector + BM25) over local knowledge bases and cod…
|
B 74 3⁄3 | ||||||||
| 20572 |
Centralizes payment gateway integrations for Pagar.me (customers, recipients, P…
|
B 74 4⁄4 | ||||||||
| 20573 |
tda
Claim
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or …
|
B 74 3⁄3 | ||||||||
| 20574 |
Crypto intelligence, GitHub trends, market signals, and AI advisor via x402 pay…
|
B 74 3⁄3 | ||||||||
| 20575 |
Full-coverage MCP server for Umami Analytics API v2 — 66 tools for websites, st…
|
B 74 3⁄3 | ||||||||
| 20576 |
glean
Claim
A self-hosted RSS reader and personal knowledge management tool.
|
B 74 4⁄3 | ||||||||
| 20577 |
MCP server for Réunion open data (data.regionreunion.com)
|
B 74 3⁄3 | ||||||||
| 20578 |
Commercial real estate deal search, comp lookup, and scoring for the Northeast …
|
B 74 3⁄3 | ||||||||
| 20579 |
AI-powered exploratory QA agent. Explores web apps like a real user — 18 MCP to…
|
B 74 3⁄3 | ||||||||
| 20580 |
The memory operations platform for production AI agents — eval-weighted recall,…
|
B 74 3⁄3 | ||||||||
| 20581 |
Enables hotel search, booking, reservation management, and rewards tracking for…
|
B 74 3⁄3 | ||||||||
| 20582 |
MCP server for Juniper networks, enabling AI assistants to execute CLI commands…
|
B 74 3⁄3 | ||||||||
| 20583 |
Hybrid semantic + keyword memory across all your projects. Works with Cursor, C…
|
B 74 3⁄3 | ||||||||
| 20584 |
Provides Claude with a persistent local memory and structured knowledge graph t…
|
B 74 3⁄3 | ||||||||
| 20585 |
Enables AI assistants to control Discord servers with 93 tools for server manag…
|
B 74 4⁄4 | ||||||||
| 20586 |
An MCP server for Keycloak Admin REST API, enabling user, group, event, and sec…
|
B 74 3⁄3 | ||||||||
| 20587 |
Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot…
|
B 74 4⁄4 | ||||||||
| 20588 |
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
|
B 74 3⁄3 | ||||||||
| 20589 |
Crystallize headless commerce tools for AI agents via Model Context Protocol
|
B 74 3⁄3 | ||||||||
| 20590 |
MCP server for UI5 Web Components for React - Developer documentation and API a…
|
B 74 3⁄3 | ||||||||
| 20591 |
An AI-native management hub that enables users to control WordPress, WooCommerc…
|
B 74 4⁄4 | ||||||||
| 20592 |
Zero-cost MCP server for local code inspection and best-practice recommendations
|
B 74 3⁄3 | ||||||||
| 20593 |
Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5…
|
B 74 3⁄3 | ||||||||
| 20594 |
Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU ho…
|
B 74 3⁄3 | ||||||||
| 20595 |
Enables interaction with the BoldSign e-signature platform through its API. Sup…
|
B 74 4⁄4 | ||||||||
| 20596 |
Enables AI agents to generate, manipulate, and perform algorithmic music using …
|
B 74 4⁄3 | ||||||||
| 20597 |
Manage your Hevy workouts, routines, folders, and exercise templates. Create an…
|
B 74 4⁄4 | ||||||||
| 20598 |
A development platform that helps AI developers optimize prompts through intell…
|
B 74 4⁄4 | ||||||||
| 20599 |
Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
|
B 74 4⁄4 | ||||||||
| 20600 |
IBM i MCP Server
Claim
Enables AI assistants to interact with IBM i systems through SQL tools and auth…
|
B 74 4⁄4 | ||||||||
