MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25863
Scored
1565
Verified
16957
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31851
2646788106xh
scholarmcp Claim
N/A N/A 95
31852
MCP-Mirror
An MCP server that provides browser automation capabilities via Playwright usin…
81
31853
delk73
Enables validation, diff generation, and backend population for Synesthetic ass…
81
31854
zueai
A lightweight MCP server that interacts with the Neon REST API, deployable on C…
81
31855
salwks
SDS MCP Claim
Enables automated project analysis and structured development specification gen…
N/A N/A 95
31856 N/A N/A 95
31857
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
81
31858
Trashwbin
Manage and summarize text notes efficiently using a simple MCP server. Create n…
N/A N/A 95
31859 N/A N/A 95
31860
Warnes-Innovations
obo-mcp Claim
An MCP server designed for managing One-By-One (OBO) review sessions through sp…
N/A N/A
31861
Reculi
recite-word Claim
recite
N/A N/A 95
31862
Scarmonit
A demonstration FastMCP server with FastAPI integration that provides basic ari…
81
31863 N/A N/A 95
31864
26APR2004
project-01 Claim
N/A N/A 95
31865
Merit-Systems
agentcash Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
N/A N/A
31866
MatthewSuazo
A local MCP server that wraps the Obsidian CLI to give AI assistants direct acc…
N/A N/A
31867
rajavel6698
rajavel-6698 Claim
N/A N/A 95
31868
alex2zimmermann-ux
AI-powered content management for Strapi CMS. Full CRUD operations, media uploa…
31869
axel-belfort
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
31870
gebalamariusz
cloud-audit Claim
AWS security scanner with attack chain detection, IAM privilege escalation, and…
N/A N/A
31871 N/A N/A 95
31872
paperdavid
manoma Claim
MCP server for soul.md — your portable AI identity layer across every LLM.
N/A N/A
31873
shubhampwc2911
Enables interaction with Salesforce through REST, Bulk API, and SOQL for compre…
N/A N/A 95
31874
wspotter
A comprehensive business management server with 36 tools for running an art sup…
81
31875
axel-belfort
SSL/TLS certificate checker API for AI agents. Verify certificate validity, exp…
31876
frazierlee
OneSocial Claim
OneSocial — The Professional Operating System™ Find vetted freelancers, creati…
31877
blackukulele-esf6
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
N/A N/A
31878
null
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
81
31879
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
81
31880
xiaobenyang-com
Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…
N/A N/A 95
31881
APOGEOAPI
Geographic data (250+ countries, 150K+ cities), live exchange rates with 25 bas…
31882
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
31883
Looney-tic
AI coding ecosystem intelligence — breaking changes, tools, security alerts fro…
N/A N/A
31884
matt07anderson
oeo Claim
N/A N/A 95
31885
A2ANet
A2A MCP Server Claim 1
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
N/A N/A 95
31886
sidharth-5u15
Search CupShup's marketing knowledge base — services, case studies, and insight…
31887
adrian
garmin-mcp Claim
N/A N/A 95
31888 N/A N/A 95
31889
ry-ops
Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
81
31890
Br0ski777
Parse, validate and normalize postal addresses. Detect country, verify format. …
31891
AdonaiVera
Control FiftyOne computer vision datasets through AI assistants using 80+ opera…
N/A N/A 95
31892 N/A N/A 95
31893
ScanBIM-Labs
scanbim-mcp Claim
AI Hub for AEC — 46 tools for Revit, Navisworks, ACC, XR via Autodesk Platform …
N/A N/A
31894
PoooL09
Hosted MCP server for task-first delegation to remote workstations and workers.
31895
JihunBlue
Enables intelligent task assignment to developers using hybrid AI algorithms th…
81
31896
daedalus
MCP server for remote debugging with gdbserver
N/A N/A
31897
Br0ski777
Hyperliquid account analysis: positions, PnL, fills, orders, funding. x402 pay-…
31898
divitkashyap
Auto-loads skills into agent sessions. MiniMax vision and search proxy.
N/A N/A
31899 N/A N/A
31900
gopls-mcp
gopls-mcp Claim 1
MCP server for golang projects development: Expand AI Code Agent ability bounda…
N/A N/A 95
Showing 31851–31900 of 33449 servers
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