MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37851
pagos-ai
Enables users to retrieve BIN data for a given BIN number, with optional enhanc…
— ○ ⏳ — — — — — —
37852
CUCOCO-BOT
Connects AI assistants to your local TradingView Desktop app via Chrome DevTool…
— ○ ⏳ — N/A N/A — — —
37853
FGC-Shreyansh-Chachaundiya
CodeSherlock Claim
AI-powered static and contextual code analysis MCP server
— ○ ⏳ — N/A N/A — 95 —
37854
pavex
Universal HTTP client tool for LLM agents. Enables Claude and other MCP-compati…
— ○ ⏳ — — — — — —
37855
ag1357
An MCP server for managing persistent AI memory using hybrid search (keyword + …
— ○ ⏳ — N/A N/A — — —
37856
poisonstefani-dev
A stdio MCP server for the official Threads API, enabling publishing, reading, …
— ○ ⏳ — — — — — —
37857
solentlabs
ai-journal Claim
A local MCP server for journaling, organizing, and recalling your work. It capt…
— ○ ⏳ — N/A N/A — — —
37858
junstellar
Enables natural language interaction with Redmine via Claude Code or other MCP …
— ○ ⏳ — N/A N/A — — —
37859
iwamot
Enables to present PDF slides with live bullet comments from audience, and to f…
— ○ ⏳ — N/A N/A — — —
37860
v-clinic
Enables AI agents to manage virtual clinic data including patients, visits, dia…
— ○ ⏳ — N/A N/A — — —
37861
rcoscali
Enables GUI automation by capturing screen, controlling mouse/keyboard, and tar…
— ○ ⏳ — N/A N/A — — —
37862
jiridudekusy
An MCP server that lets AI assistants propose sending Signal messages, but noth…
— ○ ⏳ — — — — — —
37863
Revens2
waw-mcp Claim
Gives AI agents a real email identity, OTP reading, autonomous signup, and MCP …
— ○ ⏳ — N/A N/A — — —
37864
iMayuuR
ContextHub Claim
AI memory orchestration server that provides persistent, encrypted context with…
— ○ ⏳ — N/A N/A — — —
37865
akolazabal
zom-brain Claim
A nightly local pipeline that ingests zom codebases and their GitHub activity, …
— ○ ⏳ — N/A N/A — — —
37866
Floryvibla
Enables WhatsApp messaging and management through the Evolution API, supporting…
— ○ ⏳ — — — — — —
37867
theYahia
Cross-session WebFetch cache for Claude Code. Persists fetched docs across sess…
— ○ ⏳ — N/A N/A — — —
37868
aryankeluskar
bibtex-mcp Claim
CLI and MCP server for fetching multiple BibTeX options from Google Scholar's v…
— ○ ⏳ — — — — — —
37869
lacryptorina
vedetta Claim
x402 pay-per-call crypto & financial market sentiment, divergence & analyst rea…
— ○ ⏳ — N/A N/A — — —
37870
MolCrafts
molmcp Claim
A graph-based codebase capability discovery engine for LLM agents, exposing ind…
— ○ ⏳ — N/A N/A — — —
37871
nontracey
agnes-mcp Claim
MCP server that exposes Agnes AI's text, image, video, and multimodal capabilit…
— ○ ⏳ — — — — — —
37872
pipeworx-io
mcp-phone Claim
Validates phone numbers and provides country calling codes, enabling AI agents …
— ○ ⏳ — — — — — —
37873
muellah24
xxx Claim
— ○ ⏳ — N/A N/A — 95 —
37874
RPieterse
Enables agents to create, read, and modify Google Sheets using a service accoun…
— ○ ⏳ — — — — — —
37875
liliangshan
Manages project standards, configurations, and API debugging for AI-assisted de…
— ○ ⏳ — N/A N/A — — —
37876
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
— ○ ⏳ — — — — 81 —
37877
om-surushe
Enables AI assistants to interact with Azure DevOps through an MCP server with …
— ○ ⏳ — N/A N/A — — —
37878
flybfree
A Claude-powered MCP tool suite for interacting with a Wazuh SIEM manager, enab…
— ○ ⏳ — — — — — —
37879
WorldAstrologers
Vedic astrology (Jyotish): birth charts, divisional charts, dashas, yogas, tran…
— ○ ⏳ — — — — — —
37880
Correctover
mcp-server Claim
Contract validation and self-healing failover for LLM APIs. 6-dimension verific…
— ○ ⏳ — — — — — —
37881
MIt9
MCP server for ElevenReader TTS service. Enables document management, URL/ebook…
— ○ ⏳ — N/A N/A — — —
37882
chrischall
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
— ○ ⏳ — N/A N/A — — —
37883
vlados
nous Claim
Provides a persistent project memory for AI assistants via MCP tools, enabling …
— ○ ⏳ — N/A N/A — — —
37884
ceeyang-ai
A Model Context Protocol server for real-time cryptocurrency price data, market…
— ○ ⏳ — — — — — —
37885
wilderfield
plaid-mcp Claim
A persistent MCP server that securely manages Plaid bank connections, allowing …
— ○ ⏳ — — — — — —
37886
dk123579
Enables AI assistants to manage architectural decisions through CRUD operations…
— ○ ⏳ — — — — 81 —
37887
andyscott88
agentsafe Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
— ○ ⏳ — N/A N/A — — —
37888
AiAgentKarl
Enables AI agents to fetch and search news from multiple sources including RSS/…
— ○ ⏳ — — — — — —
37889
js2005happy
A production-grade security auditing MCP server that wraps semgrep (SAST) and g…
— ○ ⏳ — N/A N/A — — —
37890
decuma02
Enables LLM agents to search, read, and create GitHub issues and pull requests …
— ○ ⏳ — — — — — —
37891
iamjamb
Use this for coding-agent screenshot release ops via MCP or CLI; not translatio…
— ○ ⏳ — N/A N/A — 95 —
37892
Seey215
github-mcp Claim
Enables AI assistants to directly operate GitHub repositories, such as listing …
— ○ ⏳ — — — — — —
37893
publora
mcp-server Claim
Official Publora MCP server — schedule and publish posts across 10 social platf…
— ○ ⏳ — — — — — —
37894
linh1306
An open-source MCP server that provides AI agents with advanced PostgreSQL capa…
— ○ ⏳ — — — — 81 —
37895
jan3dev
Agentic AQUA Claim
MCP server for managing Bitcoin, Liquid Network, and Lightning wallets through …
— ○ ⏳ — N/A N/A — — —
37896
kamolc4
An MCP server that enables AI assistants to read and write Xero accounting data…
— ○ ⏳ — — — — — —
37897
mova-compact
Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call…
— ○ ⏳ — N/A N/A — 70 —
37898
AgileAutomationTechnologies
Provides offline semantic validation for TcGen Structured Text (ST) review bund…
— ○ ⏳ — N/A N/A — — —
37899
BACH-AI-Tools
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
— ○ ⏳ — — — — 81 —
37900
timjensgrossinger
switchyard Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
— ○ ⏳ — N/A N/A — — —
Showing 37851–37900 of 69419 servers
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