MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35901
aparajithn
Live OpenAPI runtime proxy that enables calling any REST API from MCP clients w…
N/A N/A
35902
smaniches
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
35903
bluewms
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
35904
MichaelEnny
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
N/A N/A
35905
ShaikHafiz-1
Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device t…
35906
Grinv
MyAnimeList MCP server: Jikan-powered reads plus official MAL personal-list man…
N/A N/A
35907
supra126
Taiwan statutory payroll: labor & health insurance, labor pension, 2nd-gen NHI …
35908
yyy188
Enables LLM clients to semantically search and query metadata within Jama requi…
N/A N/A
35909
globodai-group
A lightweight MCP server for client relationship management, enabling client tr…
N/A N/A
35910
Connected-Paths
Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatG…
35911
shishirreddyyk
An MCP server that exposes document retrieval as tools (semantic search and sou…
35912
investbuddy-mcp
Professional-grade stock market analysis and predictions powered by AI, accessi…
N/A N/A 95
35913
z0lw
Enables route search and PDF generation using Japan's Ekispert API through a re…
81
35914
Synlake-ai
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…
35915
Odyssey365App
mcp-server Claim
Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
N/A N/A 83
35916
Dmitriusan
A Model Context Protocol (MCP) server that gives AI assistants deep visibility …
35917
AndreaBContarini
Enables natural language file operations and intelligent file analysis via MCP,…
N/A N/A
35918
IBM
Model Context Protocol (MCP) server for interacting with IBM Storage Scale clus…
N/A N/A
35919
@Nikhil-Patil-RI
test-test-test Claim
N/A N/A 95
35920
tostechbr
MemoryClaw Claim
Enables AI agents to store and retrieve persistent memories using BM25 search, …
N/A N/A
35921
Umoren
Automatically classify and triage GitHub issues using AI to apply labels, post …
N/A N/A 95
35922
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
35923
qihaze123
MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL q…
81
35924
HosakaKeigo
x-mcp-server Claim
An MCP server that enables posting tweets, reading timelines, searching posts, …
N/A N/A
35925
IamRamgarhia
memorybridge Claim
Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf,…
N/A N/A
35926
AKzar1el
Query Google News RSS feeds and search interest over time via Google Trends.
N/A N/A
35927
takaakisuzuki
A remote MCP server that lets you analyze HTTP request logs and WAF/Firewall ev…
35928
MetricProvenance
ODGS governance enforcement — validation, regulation compilation, drift detecti…
N/A N/A
35929
r9drig-tech
Enables controlling Power BI with AI through natural language commands for crea…
35930
Artoxem
A full-featured Model Context Protocol server that gives AI assistants real-tim…
N/A N/A
35931
axel-belfort
Language detection API for AI agents. Identify the language of any text using t…
N/A N/A 95
35932
carljmosca
An MCP server running in the browser via WebAssembly, providing tools like getC…
N/A N/A
35933
Elvisaryan
AIOps MCP Claim
A multi-agent MCP server that turns LLMs into an autonomous incident-response c…
35934
masamnisakasama
Self-serve MCPB demo for accounts payable invoice exception review. It performs…
N/A N/A
35935
csabakecskemeti
agent-hub Claim
A private message hub that allows multiple Claude Code instances to communicate…
N/A N/A
35936
lanonasis
Enterprise MCP server with memory management, API key control, and system healt…
35937
juergenkoller-software
MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/app…
N/A N/A 95
35938
yura2100
A simple notes MCP server that enables creating, listing, and summarizing text …
N/A N/A
35939
testdino-inc
testdino-mcp Claim 1
A MCP server for TestDino
N/A N/A 83
35940
imyousuf
Provides tools for agent-driven video creation, including image generation via …
N/A N/A
35941
junter1989k-ai
Latin America shipping for AI agents via Envia: compare carriers, buy labels, t…
35942
ahmedselimmansor-ctrl
Enables LLMs and agents to interact with LinkedIn's REST API for managing profi…
35943
pipeworx-io
Enables AI agents to query sports data including teams, players, events, and st…
35944
Casperjuel
abrp-mcp Claim
An unofficial MCP server for A Better Routeplanner that enables EV route planni…
35945
vearne
Enables large language models to remember past conversations by querying chat h…
N/A N/A
35946
obto-inc
OBTO Claim
Your AI builds, deploys, and runs full-stack apps on a hosted workspace created…
35947
cyanheads
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
35948
AKzar1el
Google Search Console MCP for analytics, indexing, sitemaps, and SEO diagnostic…
35949
promobase
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
35950
NavinAgrawal
mcp-broker Claim
Local MCP broker that exposes one compact entry for many upstream servers.
N/A N/A
Showing 35901–35950 of 64636 servers
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