MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 13 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47501
rahulsethi
sap-bdc-mcp Claim
Enables AI agents to safely discover and validate SAP Business Data Cloud contr…
— ○ ⏳ — N/A N/A — — —
47502
972jesko
dex-mcp Claim
Debug and inspection tooling for Roblox projects, exposed as an MCP server so a…
— ○ ⏳ — N/A N/A — — —
47503
wxkingstar
search-docs Claim
— ○ ⏳ — N/A N/A — 95 —
47504
pkoch73
An MCP server that provides comprehensive access to Adobe Spectrum 2 UI compone…
— ○ ⏳ — — — — — —
47505
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
— ○ ⏳ — — — — 81 —
47506
Strykr-Prism
Enables AI agents to access real-time financial data including crypto, equities…
— ○ ⏳ — — — — — —
47507
Poghappy
aloha Claim
— ○ ⏳ — N/A N/A — 95 —
47508
vidyasagarr7
Production-ready MCP server template in Python with example tool, resource, and…
— ○ ⏳ — N/A N/A — — —
47509
XD06
A controlled local program execution bridge for mobile MCP clients, exposing st…
— ○ ⏳ — — — — — —
47510
rafamarques82
Enables AI assistants to interact with IBM ODM Decision Center for managing bus…
— ○ ⏳ — N/A N/A — — —
47511
codyslater
Gives any text-based AI a voice and ears inside a Discord voice channel by tran…
— ○ ⏳ — N/A N/A — — —
47512
shopsmartai
A read-only, audited, and SQL-guarded Model Context Protocol server for Oracle …
— ○ ⏳ — — — — — —
47513
hpuhsp
Analyzes Gradle dependencies in Android projects, supporting Version Catalog, d…
— ○ ⏳ — N/A N/A — — —
47514
luis.ticas1
vsfclub Claim
— ○ ⏳ — N/A N/A — 95 —
47515
dsaad68
Enables AI agents to access financial data and perform analysis by exposing Alp…
— ○ ⏳ — — — — — —
47516
PetitOnes
Manages autonomous desires for the M5 Petit robot, allowing Claude to read desi…
— ○ ⏳ — N/A N/A — — —
47517
mavrkofficial
tydro-mcp Claim
MCP server for the Tydro lending protocol on Ink blockchain, enabling AI agents…
— ○ ⏳ — N/A N/A — — —
47518
zeinab-sheikhi
Provides programmatic access to AlphaFold protein structure predictions and Uni…
— ○ ⏳ — — — — — —
47519
bobmatnyc
slack-mpm Claim
MCP server for Slack workspace integration, exposing 40+ Slack operations as to…
— ○ ⏳ — N/A N/A — — —
47520
oliverames
Provides full Sprout Social API coverage for AI-powered social media management…
— ○ ⏳ — — — — — —
47521
ebenova
fieldops-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
47522
sangeethdba
Enables monitoring and management of Apache Cassandra and DataStax Enterprise c…
— ○ ⏳ — — — — — —
47523
unaibamir
A free WordPress plugin that turns your site into a governed MCP server, exposi…
— ○ ⏳ — — — — — —
47524
Zhangyoupeng1996
Enables to interact with Abaqus FEA software through an MCP bridge, supporting …
— ○ ⏳ — N/A N/A — — —
47525
aerovfx
MCPaeroedu Claim
Enables AI assistants to interact with the AeroEduVision platform, allowing exa…
— ○ ⏳ — N/A N/A — — —
47526
caly1337
Enables SSH-based remote access to dark.lmphq.net for executing commands, listi…
— ○ ⏳ — N/A N/A — — —
47527
Heretek-RE
re-speakeasy Claim
MCP server for Speakeasy — Windows API emulation for binary analysis. It runs a…
— ○ ⏳ — N/A N/A — — —
47528
fernando2dias
Calculates Body Mass Index (BMI) based on weight and height, returning the valu…
— ○ ⏳ — N/A N/A — — —
47529
0215AndrewFeng
ACE-MCP Claim
Enables AI clients to perform local code search, indexing, and analysis across …
— ○ ⏳ — N/A N/A — — —
47530
aousabdo
Measures AI-detection risk in text and provides a line-by-line rewrite plan to …
— ○ ⏳ — — — — — —
47531
FilippTrigub
Enables AI assistants to read, write, and manage Google Sheets spreadsheets thr…
— ○ ⏳ — — — — — —
47532
oisee
Enables AI agents to create, manipulate, and manage BPMN 2.0 diagrams programma…
— ○ ⏳ — N/A N/A — — —
47533
lordbasilaiassistant-sudo
MCPAGENT Claim
Enables AI agents to discover and interact with onchain agent infrastructure on…
— ○ ⏳ — — — — — —
47534
SNAPKITTYWEST
MCP server exposing tools for WORM chain sealing, sovereign agent creation, Ada…
— ○ ⏳ — N/A N/A — — —
47535
ThinkneoAI
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
— ○ ⏳ — — — — 81 —
47536
scopeblind
protect-mcp Claim
Security gateway for MCP servers. Shadow-mode logs, per-tool policies, optional…
— ○ ⏳ — N/A N/A — 95 —
47537
channel3-ai
Let your agent discovery any product on the internet. Earn commissions when you…
— ○ ⏳ — N/A N/A — 95 —
47538
yonghwan1106
Safety middleware for AI computer use agents that monitors, enforces policies, …
— ○ ⏳ — N/A N/A — — —
47539
kontakt-qy0g
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
— ○ ⏳ — — — — 81 —
47540
danchev
openmarkets Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
— ○ ⏳ — — — — — —
47541
Birdiz
MCP Trello Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
— ○ ⏳ — — — — — —
47542
palimkarakshay
abap-mcp Claim
An offline MCP server for SAP ABAP that provides static analysis, ABAP Cloud re…
— ○ ⏳ — N/A N/A — — —
47543
imdeniil
Provides 28 tools to read, search, send, and manage Yandex Mail emails via the …
— ○ ⏳ — — — — — —
47544
willorn
Enables AI assistants to query YashanDB using natural language through SQL oper…
— ○ ⏳ — — — — — —
47545
codeCrack-01
Overleaf MCP Claim
Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools…
— ○ ⏳ — N/A N/A — — —
47546
PhillyUrbs
mcparr Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
— ○ ⏳ — — — — — —
47547
Microtechusa
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
— ○ ⏳ — N/A N/A — — —
47548
Termi24
eyeot ERP Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
— ○ ⏳ — — — — — —
47549
Gonzih
Search companies, officers, and filing history across 140+ jurisdictions worldw…
— ○ ⏳ — — — — — —
47550
MCP-Mirror
Enables MCP client agents to play the classic Minesweeper game by connecting to…
— ○ ⏳ — N/A N/A — 95 —
Showing 47501–47550 of 69236 servers
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