MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20601 |
Clip videos into captioned shorts, add captions & schedule posts — from Claude,…
|
B 74 3⁄3 | ||||||||
| 20602 |
Enables browsing and interacting with Microsoft SharePoint sites and documents …
|
B 74 4⁄4 | ||||||||
| 20603 |
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo p…
|
B 74 4⁄3 | ||||||||
| 20604 |
AI Video Clipping MCP Server
|
B 74 3⁄3 | ||||||||
| 20605 |
A development platform that helps AI developers optimize prompts through intell…
|
B 74 4⁄4 | ||||||||
| 20606 |
Model Context Protocol (MCP) server for Microsoft Dynamics 365 Business Central…
|
B 74 4⁄3 | ||||||||
| 20607 |
SFMC AMPscript/SSJS/GTL tools + searchable help for 7 MC products (Engagement, …
|
B 74 3⁄3 | ||||||||
| 20608 |
Code Intelligence for Elixir: module search, function tracking, and PR attribut…
|
B 74 4⁄3 | ||||||||
| 20609 |
tda
Claim
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or …
|
B 74 3⁄3 | ||||||||
| 20610 |
typo3-mcp-server
Claim
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI to…
|
B 74 3⁄3 | ||||||||
| 20611 |
Web scraper and token compressor that converts HTML to clean markdown with 70-8…
|
B 74 3⁄3 | ||||||||
| 20612 |
DataMerge MCP
Claim
Enables AI assistants to enrich and retrieve company data by connecting to the …
|
B 74 4⁄4 | ||||||||
| 20613 |
A TypeScript MCP server for financial data aggregation that connects AI assista…
|
B 74 3⁄3 | ||||||||
| 20614 |
Enables conversion of Markdown content into PowerPoint presentations using pand…
|
B 74 4⁄4 | ||||||||
| 20615 |
Provides Claude with a persistent local memory and structured knowledge graph t…
|
B 74 3⁄3 | ||||||||
| 20616 |
A production-ready template for creating Model Context Protocol servers with Ty…
|
B 74 4⁄3 | ||||||||
| 20617 |
USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert …
|
B 74 3⁄3 | ||||||||
| 20618 |
Official MCP server for InfluxDB 3 Core/Enterprise/Cloud Dedicated
|
B 74 4⁄4 | ||||||||
| 20619 |
Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5…
|
B 74 3⁄3 | ||||||||
| 20620 |
glean
Claim
A self-hosted RSS reader and personal knowledge management tool.
|
B 74 4⁄3 | ||||||||
| 20621 |
Enables to use Front from any MCP-compatible client. Search conversations, mana…
|
B 74 3⁄3 | ||||||||
| 20622 |
Historical stock chart pattern intelligence for AI agents. 24M pre-computed emb…
|
B 74 3⁄3 | ||||||||
| 20623 |
Enables management of ASUS routers running Asuswrt-Merlin firmware via SSH/SCP.…
|
B 74 4⁄3 | ||||||||
| 20624 |
Query Polymarket prediction markets via The Graph — 20 tools, 8 subgraphs
|
B 74 4⁄3 | ||||||||
| 20625 |
First MCP server for M-PESA (Safaricom Daraja API) — STK push, B2C payments, ba…
|
B 74 3⁄3 | ||||||||
| 20626 |
A persistent memory and context management system for AI CLI tools that utilize…
|
B 74 4⁄4 | ||||||||
| 20627 |
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
|
B 74 4⁄4 | ||||||||
| 20628 |
Manage your Hevy workouts, routines, folders, and exercise templates. Create an…
|
B 74 4⁄4 | ||||||||
| 20629 |
A Model Context Protocol server that integrates TAK Server with AI systems, pro…
|
B 74 4⁄4 | ||||||||
| 20630 |
Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events,…
|
B 74 3⁄3 | ||||||||
| 20631 |
MCP Server simplifies the implementation of the Model Context Protocol by provi…
|
B 74 4⁄3 | ||||||||
| 20632 |
Hybrid semantic search (dense vector + BM25) over local knowledge bases and cod…
|
B 74 3⁄3 | ||||||||
| 20633 |
Read-only MCP server for OpenObserve Community Edition via REST API. Search log…
|
B 74 3⁄3 | ||||||||
| 20634 |
Enables Claude and other MCP clients to manage Instapaper accounts by reading, …
|
B 74 4⁄4 | ||||||||
| 20635 |
A custom MCP server for interacting with Google Blogger blogs. It provides tool…
|
B 74 3⁄3 | ||||||||
| 20636 |
A comprehensive MCP server providing full control over ProPresenter presentatio…
|
B 74 3⁄3 | ||||||||
| 20637 |
Let AI agents interact with debug probes — connect, flash, read/write memory, a…
|
B 74 4⁄3 | ||||||||
| 20638 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 20639 |
HoneyBook client-portal MCP server for Claude — view contracts and invoices fro…
|
B 74 3⁄3 | ||||||||
| 20640 |
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
|
B 74 3⁄3 | ||||||||
| 20641 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20642 |
1xn-vmcp
Claim
vMCP - Virtual Model Context Protocol
|
B 74 4⁄3 | ||||||||
| 20643 |
Commercial real estate deal search, comp lookup, and scoring for the Northeast …
|
B 74 3⁄3 | ||||||||
| 20644 |
MCP Telegram
Claim
Telegram MTProto-based MCP server with 19 tools for reading, searching, sending…
|
B 74 3⁄3 | ||||||||
| 20645 |
An MCP server for Keycloak Admin REST API, enabling user, group, event, and sec…
|
B 74 3⁄3 | ||||||||
| 20646 |
Centralizes payment gateway integrations for Pagar.me (customers, recipients, P…
|
B 74 4⁄4 | ||||||||
| 20647 |
bifrost
Claim
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load bala…
|
B 74 4⁄3 | ||||||||
| 20648 |
MCP server for Réunion open data (data.regionreunion.com)
|
B 74 3⁄3 | ||||||||
| 20649 |
IBM i MCP Server
Claim
Enables AI assistants to interact with IBM i systems through SQL tools and auth…
|
B 74 4⁄4 | ||||||||
| 20650 |
mcpm.sh
Claim
CLI MCP package manager & registry for all platforms and all clients. Search & …
|
B 74 4⁄3 | ||||||||