MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52601
HarshitR2004
Membrane Claim
An MCP server that gives AI agents persistent, verifiable memory by storing con…
52602
clauxel
A paid remote MCP for OpenAI Codex context compressor, built to return verdicts…
52603
Lang-Kevin
TabSplitAI Claim
Splits AI coding workflows into plan, implement, review, and evaluate steps, ro…
N/A N/A
52604
Pls
perplexity Claim
N/A N/A 95
52605
lucianfialho
Enables LLMs to query Brazilian public data such as CEP, CNPJ, DDD, exchange ra…
52606
gabrielbardalesrojas
An MCP server for academic management of the EPIIS program, enabling AI-powered…
52607
rafaself
A minimal, security-focused MCP gateway for connecting ChatGPT to AWS account d…
52608
valtirman
NDASentry Claim
Anonymous NDA risk analysis exposed as MCP tools. Designed for AI agents to rev…
52609
cwoodcox
pvwatts-mcp Claim
Enables solar energy potential assessment by converting parcel centroid and acr…
52610
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
N/A N/A
52611
RaheesAhmed
Indexes Python codebases using AST and BM25, providing 8 MCP tools for code exp…
N/A N/A
52612
wyre-technology
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
52613
vmanoilov
secu Claim
N/A N/A 95
52614
devchad-cmd
skilldb-mcp Claim
MCP server for SkillDB that enables AI assistants to search, load, and manage A…
N/A N/A
52615
Mormolykos
An MCP server that evaluates whether retrieval methods and AI outputs are groun…
N/A N/A
52616
tbohling15
bloom-mcp Claim
MCP server for Bloom Growth that allows users to update metrics, check scorecar…
N/A N/A
52617
joangrcia
Enables AI assistants to trade on MetaTrader 5 using natural language, supporti…
52618
andre20356
Connects Claude Code to your locally running TradingView app via Chrome DevTool…
N/A N/A
52619
volodymyrkoval
Integrates Google Calendar with AI assistants via MCP, enabling calendar listin…
N/A N/A
52620
yurthankiyak
Provide tailored advice and recommendations through an MCP interface. Enable se…
N/A N/A 95
52621
Zuga-luga
MCP Sentinel Claim
Runtime call-chain anomaly monitor for MCP servers that detects emergent attack…
52622
Bumblebiber
its-over-9k Claim
Persistent memory and agent lifecycle for Claude Code — because sessions should…
N/A N/A
52623
ryan-greenfieldlabs
youtube Claim
N/A N/A 95
52624
nickzren
Enables AI assistants to query gene annotations, expression, pathways, variants…
52625
digitalsamba
Enables managing video conferencing platform tasks like creating rooms, managin…
52626
anthonybruno
Signal MCP Claim
Provides live integrations with GitHub, Spotify, and blog RSS feeds to power a …
52627
TanvirIslam-BD
Enables sandboxed file operations via MCP tools, resources, and prompts, with a…
N/A N/A
52628
ssaikrishna862
Enables AI agents to search and retrieve US company funding events from SEC For…
52629
ElizioMartins
mcp-emailjs Claim
An MCP server for EmailJS that enables AI agents to send emails, validate confi…
52630
MCP-Mirror
Mevzuat MCP Claim
Provides programmatic access to the Turkish Ministry of Justice Legislation Inf…
81
52631
Roxmix
AgentOS Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
N/A N/A
52632
Mormolykos
A local Windows desktop app and MCP server that allows AI assistants to read, s…
N/A N/A
52633
geoffsdesk
memanto-mcp Claim
Typed semantic memory for Claude. Memory with opinions, designed for regulated …
52634
siddheshutd
X MCP Server Claim
MCP server for interacting with the X platform (Twitter) via MCP clients like C…
N/A N/A
52635
sagemcp
Sage MCP Claim
A multi-tenant MCP server platform that hosts isolated MCP servers with OAuth/A…
52636
jasonjuela
Enables natural language querying and data manipulation of Salesforce orgs, wit…
81
52637
krVatsal
Enables AI agents to generate vector graphics in Adobe Illustrator using natura…
N/A N/A
52638
mcp-server Claim 1
Connect Claude, Cursor, or any MCP client to your FlowContent account
N/A N/A 69
52639
db-inlee
MCP server that diagnoses RAG pipeline regression by detecting which failure mo…
N/A N/A
52640
huikku
Provides broad, typed access to the ftrack Studio production-tracking API for L…
52641
infraveilhq
A hardened, self-hosted MCP server that lets AI agents query and govern an Infr…
52642
aggreyeric
Fuses five market signals into a five-state regime classifier to determine mark…
N/A N/A
52643
zb2947244682
A modular calculator server built with the MCP SDK that provides basic arithmet…
N/A N/A 95
52644
Feralex3109
An MCP server for managing product inventory with SQLite, enabling CRUD operati…
N/A N/A
52645
aby0
A 4-stage reading companion that helps users set reading goals, discover books,…
N/A N/A
52646
kenzo1024
MCP server for RenderDoc that enables AI assistants to analyze GPU frame captur…
N/A N/A
52647
robertmeisner
Dynamic SQLite memory bank with semantic search, table management, and knowledg…
52648
SharifulHasanRoky
Mother MCP Claim
A unified remote MCP server that integrates multiple advertising, analytics, an…
52649
robbrad
Enables AI assistants to control Home Assistant devices and services through th…
81
52650
dmae97
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
N/A N/A
Showing 52601–52650 of 54421 servers