MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44901
calebe
Bardo Claim
An identity & continuity platform for AI agents.
44902
foxywolf-hub
mcp-server Claim
Enables uploading and managing Postman collections, environments, and data file…
N/A N/A 95
44903
fabiosuizu
Analyze spoken language to provide immediate feedback on pronunciation accuracy…
81
44904
krystian-ai
Transforms DALL-E 3, DALL-E 2, and GPT-Image-1 into MCP-compatible tools for ge…
44905
dalcontak
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
44906
HellioSolutions
Exposes the Hellio Messaging API as MCP tools for SMS, OTP, voice, HLR lookup, …
44907
zebrr
Provides unified search and navigation across multiple project documentations v…
N/A N/A
44908
aaronsb
Provides tools for interacting with Targetprocess, a project management and agi…
81
44909
adamdude828
Provides a secure MCP interface to execute commands inside Docker Compose servi…
81
44910
pfarag
Enables interaction with the Mixpost social media management API through natura…
44911
anoop04singh
VeriSom Claim
Scores contract safety for Somnia Agents using on-chain analysis, RAG, and a Ve…
44912
carloshpdoc
iOS leak hunting and performance investigation. Reads `.memgraph` (`leaks(1)`) …
N/A N/A
44913
Aishu2508
Multi-user Gmail MCP server that enables sending/receiving emails, managing acc…
44914
lockwood-launch
zxoar Claim
Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…
N/A N/A
44915
baiehclaca
SERVICE Claim
A persistent 24/7 background daemon that aggregates all downstream MCP servers …
N/A N/A
44916
Citadel-Cloud-Management
Provides tools for interacting with relational databases (PostgreSQL, MySQL, SQ…
N/A N/A
44917
Liamdbav
WEATHGARDS Claim
Exposes MCP tools that enable remote LLMs to query local Docker containers, OS …
N/A N/A
44918 N/A N/A 95
44919
abel-castro
blog-mcp Claim
Enables creating draft posts and listing published posts on abelcastro.dev dire…
N/A N/A
44920
BoxTalk
Provides tools for interacting with SQL Server databases, enabling users to ret…
81
44921
jjeansilva
hashsign Claim
N/A N/A 95
44922
mvavassori
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
N/A N/A
44923
prak16
Install + verify the panini-connector SDK on self-hosted sites, driven by AI ag…
N/A N/A
44924
jamie442532-hash
A remote MCP server that wraps the Manus API to expose a generate_image tool, e…
44925
CUTolu2021
Airtable MCP Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
81
44926
apeirontrade
Wash-traffic risk checks for Algorand x402 endpoints before your agent trusts o…
N/A N/A
44927
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
44928
cuongnguyenta
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
N/A N/A
44929
0xksure
Concept-test your product with synthetic consumers, straight from Claude Code. …
N/A N/A
44930
MeruLocal
Discovers, identifies, and governs bots on your website with MCP tools for scan…
N/A N/A
44931
lumutech
An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-…
44932
Guitarmaniac24
GetABrain Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
N/A N/A
44933
PDgit12
knitbrain Claim
Local-first MCP server that gives any AI coding agent per-project memory, workf…
44934
dvc890
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
N/A N/A
44935
Graphmaxer
GW1 build compiler: skill data, template code encode/decode, validation, hero r…
44936
agentbay
AgentBay Claim
Persistent memory, teams, and …
81
44937
ptrinh
Final Notice Claim
Free, no-auth generator for professional debt-collection demand letters as prin…
44938
meghavarshini-kumareshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
44939
emaitchess
refd Claim
Read AI search visibility, competitors, citations, prompts, and answer evidence…
44940
indoor
everguide Claim 1
MCP server for accessible indoor navigation and building management. Query buil…
81
44941
bch1212
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
44942
Auxin-io
Create employee records to prototype HR onboarding workflows. Validate data flo…
N/A N/A 95
44943
grab
TinyMCP Claim
A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI a…
44944
imashishkh21
atlaso Claim
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersio…
N/A N/A
44945
fawaikuangtuzhangfei
MCP server for managing personal items with expiration dates, enabling AI agent…
N/A N/A
44946
rakeshgangwar
Enables AI assistants to interact with FreshRSS feeds via the Fever API, allowi…
44947
devanshu-tg
Enables AI agents to interact with TigerGraph databases through the Model Conte…
44948 N/A N/A 95
44949
srotzin
Pre-attestation gate for AI inference that checks compliance conditions and iss…
44950
iflow-mcp
Enables first-principles calculations (SCF, structure optimization, molecular d…
N/A N/A
Showing 44901–44950 of 66518 servers
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