MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 13 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47501 |
sap-bdc-mcp
Claim
Enables AI agents to safely discover and validate SAP Business Data Cloud contr…
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| 47502 |
dex-mcp
Claim
Debug and inspection tooling for Roblox projects, exposed as an MCP server so a…
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| 47503 |
search-docs
Claim
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| 47504 |
Spectrum 2 MCP Server
Claim
An MCP server that provides comprehensive access to Adobe Spectrum 2 UI compone…
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| 47505 |
SiteScore MCP Server
Claim
Provides comprehensive website auditing for SEO, performance, accessibility, an…
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| 47506 |
@prism/mcp-server
Claim
Enables AI agents to access real-time financial data including crypto, equities…
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| 47507 |
aloha
Claim
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| 47508 |
mcp-py-template
Claim
Production-ready MCP server template in Python with example tool, resource, and…
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| 47509 |
A controlled local program execution bridge for mobile MCP clients, exposing st…
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| 47510 |
Enables AI assistants to interact with IBM ODM Decision Center for managing bus…
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| 47511 |
broca-machina
Claim
Gives any text-based AI a voice and ears inside a Discord voice channel by tran…
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| 47512 |
mcp-oracle-dba
Claim
A read-only, audited, and SQL-guarded Model Context Protocol server for Oracle …
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| 47513 |
gradle-analyzer-mcp
Claim
Analyzes Gradle dependencies in Android projects, supporting Version Catalog, d…
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| 47514 |
vsfclub
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| 47515 |
AlphaVantage MCP Server
Claim
Enables AI agents to access financial data and perform analysis by exposing Alp…
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| 47516 |
m5-petit-desire
Claim
Manages autonomous desires for the M5 Petit robot, allowing Claude to read desi…
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| 47517 |
tydro-mcp
Claim
MCP server for the Tydro lending protocol on Ink blockchain, enabling AI agents…
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| 47518 |
mcp-alphafold
Claim
Provides programmatic access to AlphaFold protein structure predictions and Uni…
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| 47519 |
slack-mpm
Claim
MCP server for Slack workspace integration, exposing 40+ Slack operations as to…
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| 47520 |
Sprout Social MCP Server
Claim
Provides full Sprout Social API coverage for AI-powered social media management…
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| 47521 |
fieldops-mcp
Claim
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| 47522 |
Enables monitoring and management of Apache Cassandra and DataStax Enterprise c…
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| 47523 |
Agent Abilities for MCP
Claim
A free WordPress plugin that turns your site into a governed MCP server, exposi…
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| 47524 |
Codex MCP Abaqus
Claim
Enables to interact with Abaqus FEA software through an MCP bridge, supporting …
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| 47525 |
MCPaeroedu
Claim
Enables AI assistants to interact with the AeroEduVision platform, allowing exa…
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| 47526 |
Enables SSH-based remote access to dark.lmphq.net for executing commands, listi…
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| 47527 |
re-speakeasy
Claim
MCP server for Speakeasy — Windows API emulation for binary analysis. It runs a…
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| 47528 |
IMC Calculator
Claim
Calculates Body Mass Index (BMI) based on weight and height, returning the valu…
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| 47529 |
ACE-MCP
Claim
Enables AI clients to perform local code search, indexing, and analysis across …
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| 47530 |
humanizer-mcp
Claim
Measures AI-detection risk in text and provides a line-by-line rewrite plan to …
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| 47531 |
mcp-google-sheets
Claim
Enables AI assistants to read, write, and manage Google Sheets spreadsheets thr…
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| 47532 |
MCP-BPMN Server
Claim
Enables AI agents to create, manipulate, and manage BPMN 2.0 diagrams programma…
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| 47533 |
MCPAGENT
Claim
Enables AI agents to discover and interact with onchain agent infrastructure on…
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| 47534 |
SnapKitty MCP Server
Claim
MCP server exposing tools for WORM chain sealing, sovereign agent creation, Ada…
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| 47535 |
thinkneo-control-plane
Claim
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
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| 47536 |
protect-mcp
Claim
Security gateway for MCP servers. Shadow-mode logs, per-tool policies, optional…
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| 47537 |
Channel3 MCP Server
Claim
Let your agent discovery any product on the internet. Earn commissions when you…
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| 47538 |
computer-use-engine
Claim
Safety middleware for AI computer use agents that monitors, enforces policies, …
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| 47539 |
Food-Recipe-MCP
Claim
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
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| 47540 |
openmarkets
Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
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| 47541 |
MCP Trello
Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
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| 47542 |
abap-mcp
Claim
An offline MCP server for SAP ABAP that provides static analysis, ABAP Cloud re…
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| 47543 |
yandex-mail-mcp
Claim
Provides 28 tools to read, search, send, and manage Yandex Mail emails via the …
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| 47544 |
Enables AI assistants to query YashanDB using natural language through SQL oper…
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| 47545 |
Overleaf MCP
Claim
Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools…
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| 47546 |
mcparr
Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
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| 47547 |
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
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| 47548 |
eyeot ERP
Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
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| 47549 |
mcp-opencorporates
Claim
Search companies, officers, and filing history across 140+ jurisdictions worldw…
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| 47550 |
Minesweeper MCP Server
Claim
Enables MCP client agents to play the classic Minesweeper game by connecting to…
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