MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21101 |
A server that enables AI assistants to create and edit PowerPoint presentations…
|
B 71 4⁄4 | ||||||||
| 21102 |
Bench
Claim
USB hardware discovery, device identification, serial communication, and diagno…
|
B 71 3⁄3 | ||||||||
| 21103 |
Enables translation management through Smartling's API, supporting project and …
|
B 71 4⁄4 | ||||||||
| 21104 |
MCP server for the Dynadot domain registrar API — 60 tools for domain search, r…
|
B 71 3⁄3 | ||||||||
| 21105 |
Herald
Claim
Herald is a self-hosted MCP server that bridges Claude Chat to Claude Code usin…
|
B 71 4⁄3 | ||||||||
| 21106 |
Find verified professional emails by name, domain, LinkedIn, or role.
|
B 71 3⁄3 | ||||||||
| 21107 |
Provides an interface to access and manage JIRA data through the Model Context …
|
B 71 4⁄4 | ||||||||
| 21108 |
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
|
B 71 3⁄3 | ||||||||
| 21109 |
An MCP server that runs a quality gate on generated code, executing it in a san…
|
B 71 3⁄3 | ||||||||
| 21110 |
Enables direct access to Norwegian company data — lookup, search, roles, subuni…
|
B 71 3⁄3 | ||||||||
| 21111 |
Rust MCP server for binary analysis and reverse engineering.
|
B 71 3⁄3 | ||||||||
| 21112 |
Parquet MCP Server
Claim
Enables querying, modifying, and managing Parquet files with CRUD operations, s…
|
B 71 4⁄3 | ||||||||
| 21113 |
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
|
B 71 3⁄3 | ||||||||
| 21114 |
Bridges Motion's AI-powered calendar and task management platform with LLMs usi…
|
B 71 4⁄4 | ||||||||
| 21115 |
Synthetic time-series test data with trend, seasonality, noise, and anomalies, …
|
B 71 3⁄3 | ||||||||
| 21116 |
|
B 71 3⁄3 | ||||||||
| 21117 |
Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis…
|
B 71 4⁄3 | ||||||||
| 21118 |
mcp-management
Claim
A Node.js MCP server that loads plugins, registers tools via the MCP SDK, and e…
|
B 71 3⁄3 | ||||||||
| 21119 |
longbridge/openapi
Claim
LongPort OpenAPI provides real-time stock market data, provides AI access analy…
|
B 71 3⁄3 | ||||||||
| 21120 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) manipulation with 105 tools
|
B 71 3⁄3 | ||||||||
| 21121 |
An MCP server that enables AI agents to discover, manage, and interact with Loc…
|
B 71 3⁄3 | ||||||||
| 21122 |
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
|
B 71 4⁄4 | ||||||||
| 21123 |
pdf-document-mcp MCP server by MEOK AI Labs
|
B 71 3⁄3 | ||||||||
| 21124 |
Provides camera and vision tools for AI assistants to list available cameras, c…
|
B 71 4⁄3 | ||||||||
| 21125 |
|
B 71 4⁄3 | ||||||||
| 21126 |
MCP server for [YADE](https://yade-dem.org/) — open-source discrete element met…
|
B 71 3⁄3 | ||||||||
| 21127 |
mcpshim
Claim
Turn remote MCP servers into local command workflows.
|
B 71 4⁄3 | ||||||||
| 21128 |
Enables natural language queries about grades, GPA, attendance, and schedules b…
|
B 71 3⁄3 | ||||||||
| 21129 |
Turns idle AI quota into verified microtask output by coordinating agents to pu…
|
B 71 3⁄3 | ||||||||
| 21130 |
MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr
|
B 71 3⁄3 | ||||||||
| 21131 |
Read-only MCP access to sessions, funnels, campaigns, errors, live visitors, an…
|
B 71 3⁄3 | ||||||||
| 21132 |
Enables AI agents to control Minecraft bots through over 30 verified skills inc…
|
B 71 4⁄4 | ||||||||
| 21133 |
A drop-in replacement for Anthropic's memory server that utilizes SQLite to ens…
|
B 71 3⁄3 | ||||||||
| 21134 |
MCP server for Kibana / Elasticsearch — log search, aggregations, index discove…
|
B 71 3⁄3 | ||||||||
| 21135 |
MCP server for Thales CipherTrust Manager integration, enabling secure key mana…
|
B 71 4⁄4 | ||||||||
| 21136 |
Find broken links, missing meta tags, and redirect chains on any website.
|
B 71 3⁄3 | ||||||||
| 21137 |
@deva-me/mcp-server
Claim
Provides a comprehensive suite of tools for agents to access Deva Agent Resourc…
|
B 71 4⁄4 | ||||||||
| 21138 |
ExcelForge
Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
|
B 71 3⁄3 | ||||||||
| 21139 |
Simulate hundreds of AI agents to predict how communities react to events and p…
|
B 71 3⁄3 | ||||||||
| 21140 |
Enables AI assistants to manage CData Sync operations, including data synchroni…
|
B 71 4⁄4 | ||||||||
| 21141 |
LocalSynapse
Claim
Offline AI-powered local file search MCP server for Windows.
Searches inside do…
|
B 71 3⁄3 | ||||||||
| 21142 |
Enables management of CCX database clusters through AI assistants, supporting o…
|
B 71 4⁄3 | ||||||||
| 21143 |
MCP server that exposes Redis API to AI models
|
B 71 3⁄3 | ||||||||
| 21144 |
A Model Context Protocol server that enables AI systems to crawl and scrape the…
|
B 71 4⁄4 | ||||||||
| 21145 |
A Python-based Model Context Protocol server that provides 87 tools for compreh…
|
B 71 4⁄4 | ||||||||
| 21146 |
An MCP server that enables AI coding agents to control FMOD Studio for audio im…
|
B 71 3⁄3 | ||||||||
| 21147 |
Enables AI assistants to perform comprehensive code quality checks including py…
|
B 71 4⁄3 | ||||||||
| 21148 |
Multi-core, Tokio-native orchestration for LLM pipelines.
|
B 71 4⁄3 | ||||||||
| 21149 |
vaultguard-mcp
Claim
VaultGuard MCP Server - Yearn V3 / DeFi vault security and analysis tools for A…
|
B 71 3⁄3 | ||||||||
| 21150 |
baserow/baserow
Claim
Baserow database integration with table search, list, and row create, read, upd…
|
B 71 4⁄3 | ||||||||