MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26751
bradenpan
Enables comprehensive management of Google Ads accounts by allowing users to cr…
81
26752
seraphinerenard
mcp-csv-analyst Claim 1
An MCP server that enables AI assistants to load, query, and analyze local CSV …
N/A N/A 95
26753
geezerrrr
Enable AI assistants to perform web searches using Exa's powerful search API. G…
N/A N/A 95
26754
preangelleo
Enables AI-powered Ghost CMS blog management through Claude Desktop with conten…
81
26755
RxRadar Claim
Semantic search across 5 US government healthcare databases.
26756
Query Airbrake errors, notices, deploys, and project stats from MCP clients
N/A N/A 81
26757
Young-Keun-LEE
Fetch the latest notices from MJU in one place. Stay informed about new announc…
N/A N/A 81
26758
NicolasDangg
Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…
N/A N/A 95
26759
schwarztim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
81
26760
apiiro Claim 1
Ship software securely with an AI AppSec Agent
N/A N/A 81
26761
akbaraziz
conduitai Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
N/A N/A
26762
thomasblc
skillsindex Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
N/A N/A 95
26763
Search a curated library of 1,900+ Islamic books including English translations…
26764
adler0311
Research SEC filings by ticker or CIK to get company details, recent forms, and…
N/A N/A 95
26765
matt-harding
mcp-server Claim
AI-powered household inventory — query everything you own via natural language
N/A N/A
26766
henrikaslund
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
81
26767
hloiseaufcms
mcp-gopls Claim 1
A MCP server for interacting with [Go's Language Server Protocol (gopls)](https…
N/A N/A 95
26768
yuyao1999
RT-Prompt Claim
Provide specialized prompt engineering suggestions to enhance LLM-generated con…
N/A N/A 95
26769
SwiftKanban Claim 1
Manage SwiftKanban boards and cards from Claude AI
N/A N/A 81
26770
swesmith-repos
Enables interaction with Azure AI Foundry services for model exploration, deplo…
81
26771
local-voice-mcp Claim 1
Give your MCP clients the ability to speak by running local voice models using …
N/A N/A 81
26772
rogiervdbrnk
Dutch real estate data with KRK Makelaars report generation.
N/A N/A 95
26773
ArcedeDev
AIR SDK Claim
Collective intelligence for browser automation agents. Site capabilities, selec…
N/A N/A
26774
Pensyve Claim
Universal memory runtime for AI agents — episodic, semantic, and procedural mem…
N/A N/A
26775
toiletmadarchut
Enables users to control the cursor in Figma through verbal commands using an a…
N/A N/A 95
26776
osborn1997
Enables AI assistants to interact with Instagram and Facebook accounts through …
81
26777
executeautomation
Playwright Claim
Provides browser automation capabilities using Playwright, enabling LLMs to int…
N/A N/A 95
26778
tangbodie
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
81
26779
Orange-Sky-Software-Inc
echosaw Claim
Media intelligence analysis for audio, video, and images via the Echosaw MCP se…
69
26780
@kirandk
vsf123 Claim
N/A N/A 95
26781
kultur-dev
Kultur.dev Claim
Cultural Intelligence Infrastructure for AI Agents — 200+ markets, 15 tones, 8 …
26782
pointware
Enables searching and managing Docker images and tags, as well as querying GitL…
81
26783 N/A N/A 95
26784
CaseMark
Enables progressive discovery and management of FHIR healthcare resources throu…
81
26785
0xXrer
Bridges AI assistants with Roblox game environments in real-time via a Lua clie…
N/A N/A 95
26786
testdino-inc
TestDino MCP Claim
TestDino MCP boosts your AI assistant with powerful tools and analysis capabili…
N/A N/A 95
26787
stephenlumban
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
81
26788
shabaaspay
shabaaspay Claim
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
81
26789
opgginc
opgg-esports Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
81
26790
inkbytefo
Provides real-time screen capture streaming in base64 format via WebSocket conn…
N/A N/A 95
26791
calclavia
braintrust Claim
N/A N/A 95
26792
ragalgo
mcp--server Claim
N/A N/A 95
26793
pipeworx-io
github Claim
GitHub MCP — wraps the GitHub public REST API (no auth required for public endp…
26794
iamserge
Enables AI assistants to interact with Nexus projects, allowing management of p…
81
26795
lastest Claim
Run visual regression tests, review diffs, and manage baselines on a Lastest in…
N/A N/A
26796
gabemempin
telegram Claim
N/A N/A 95
26797
crypto-bytes Claim 1
Crypto Bytes MCP Server
N/A N/A 81
26798
News sentiment scores over time, with growth for any topic. Free key at trendsm…
67
26799
DataGraph Claim 1
Urban data for civic problem-solving: NYC subway, loneliness programs, violence…
N/A N/A 81
26800
kd444
Enables secure read-only interactions with PostgreSQL databases through natural…
81
Showing 26751–26800 of 30006 servers
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