MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55601
MasterPlayspots
MotionSpec Claim
Hallucination-proof scroll motion: LLM writes validated specs, deterministic GS…
— ○ ⏳ — N/A N/A — — —
55602
tamzidnahian
Full-MCP-QA Claim
Exposes the qa_agent_status tool that reports configured integrations and the l…
— ○ ⏳ — N/A N/A — — —
55603
automationagent10-max
Converts a local MCP server into a remote HTTP-accessible REST API server with …
— ○ ⏳ — — — — 81 —
55604
jjm7271985
ship-it-mcp Claim
Enables to interact with GitHub repositories directly from Claude, supporting a…
— ○ ⏳ — N/A N/A — — —
55605
mikimatsub
swsd-mcp Claim
MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and mod…
— ○ ⏳ — — — — — —
55606
mareurs
researcher Claim
Fast AI research agent in Rust that plans sub-questions, searches the web, scra…
— ○ ⏳ — N/A N/A — — —
55607
axonempire
Provides filesystem access to Claude via the MCP protocol, enabling local file …
— ○ ⏳ — N/A N/A — — —
55608
geraservicesuk
mcp-geracity Claim
Smart city builder game MCP server by Gera Services. Build cities, earn GeraCoi…
— ○ ⏳ — N/A N/A — 95 —
55609
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
— ○ ⏳ — — — — 81 —
55610
JoaoToledoSE
mcp-server Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
— ○ ⏳ — N/A N/A — — —
55611
astraclawteam
Local MCP server for Gateway-managed computer use that exposes computer.* tools…
— ○ ⏳ — N/A N/A — — —
55612
ampcome-mcps
Enables AI agents to request human approvals with customizable forms, webhooks,…
— ○ ⏳ — N/A N/A — — —
55613
thomasjerard
Enables natural language queries to PostgreSQL by converting questions to SQL u…
— ○ ⏳ — N/A N/A — — —
55614
AiAgentKarl
Enables AI agents to make micropayments using USDC on Solana via the x402 proto…
— ○ ⏳ — — — — — —
55615
Creator ROI, video conversion, trends, affiliate, and social commerce intellige…
— ○ — N/A N/A — 81 —
55616
attaelahi
An MCP server that preserves and recalls work context, enabling users to log se…
— ○ ⏳ — N/A N/A — — —
55617
chrischall
MCP server for FlightAware AeroAPI that enables live flight tracking, airport b…
— ○ ⏳ — — — — — —
55618
tspvivek
Enables to interact with Baasix Backend-as-a-Service operations including schem…
— ○ ⏳ — — — — — —
55619
rmaher001
A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
— ○ ⏳ — — — — — —
55620
bsv-blockchain
Provides AI agents with knowledge and code generation tools for building BSV bl…
— ○ ⏳ — — — — — —
55621
pipeworx-io
Enables querying nonprofit organization data through the ProPublica Nonprofit E…
— ○ ⏳ — — — — — —
55622
alaiba
grepsense Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
— ○ ⏳ — — — — — —
55623
jim-agent
A Model Context Protocol (MCP) server for interacting with liquid staking proto…
— ○ ⏳ — N/A N/A — — —
55624
vinaybist
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
— ○ ⏳ — — — — 81 —
55625
alfi-j
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
— ○ ⏳ — N/A N/A — 95 —
55626
andersongadelhaadv-cmyk
JuriBase Claim
Busca e verifica jurisprudência brasileira real (+400 mil julgados) — anti-aluc…
— ○ ⏳ — — — — — —
55627
sawzhang
Bruin Claim
MCP server for AI agents to read, write, and organize notes in a local-first, h…
— ○ ⏳ — N/A N/A — — —
55628
jacob-bd
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
— ○ ⏳ — N/A N/A — — —
55629
MCP-Mirror
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
— ○ ⏳ — N/A N/A — 95 —
55630
AltriaPendragon49
blastp_mcp Claim
Wraps NCBI BLAST+ blastp into a FastMCP service for auditable protein homology …
— ○ ⏳ — N/A N/A — — —
55631
Minidoracat
Establishes feedback-oriented development workflows with Web UI and desktop app…
— ○ ⏳ — — — — — —
55632
geopopos
Enables LLMs to read conversations, send messages, create tasks, and manage cal…
— ○ ⏳ — N/A N/A — — —
55633
srishtivverma
idontcare Claim
— ○ ⏳ — N/A N/A — 95 —
55634
BBC6BAE9
Local MCP server for Apple platform console, unified, and diagnostic logs. Enab…
— ○ ⏳ — N/A N/A — — —
55635
lka
MCP server for opening files in Windows applications, including Microsoft Edge …
— ○ ⏳ — N/A N/A — — —
55636
Guffawaffle
AXF Claim
Agent eXoskeleton Framework control plane for workspace-native agent capabiliti…
— ○ ⏳ — N/A N/A — — —
55637
DevMuneeb
An MCP server that indexes codebases into a local graph and provides on-demand …
— ○ ⏳ — N/A N/A — — —
55638
naebo
Enables external reconnaissance activities including DNS enumeration, subdomain…
— ○ ⏳ — N/A N/A — — —
55639
nerd-exam
NerdExam Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
— ○ ⏳ — N/A N/A — 95 —
55640
Joncallim
Builds searchable SQLite databases from PDFs, preserving inline image locations…
— ○ ⏳ — N/A N/A — — —
55641
rodrick-mpofu
Automates job application tracking and resume/cover letter generation using AI,…
— ○ ⏳ — — — — — —
55642
ReduceMyIns
nowcerts-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
55643
lanternrow
Facebook Pages organic analytics, post management, and insights via Meta Graph …
— ○ ⏳ — N/A N/A — — —
55644
quanlh30504
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
— ○ ⏳ — N/A N/A — — —
55645
Martin-Njeri-Clinica-Elgeadi
may-day Claim
— ○ ⏳ — N/A N/A — 95 —
55646
globalsearchdata
Free — no API key required. Enrich by domain or name. Country, contacts, social…
— ○ ⏳ — — — — — —
55647
ZoroPoskai
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
— ○ ⏳ — — — — — —
55648
major7apps
tiingo-mcp Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
— ○ ⏳ — — — — — —
55649
gmitch215
MyMCP Claim
Dynamically converts any OpenAPI v3 specification into a fully-functional Model…
— ○ ⏳ — — — — — —
55650
pavanbhatt19
Enables AI assistants to autonomously investigate and manage Sophos Channel Ser…
— ○ ⏳ — N/A N/A — — —
Showing 55601–55650 of 69135 servers