MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36501
MomoSGM
Provides tools to check disk usage and search files by keyword on the local sys…
— ○ ⏳ — N/A N/A — — —
36502
orco82
Automatically exposes Django REST Framework endpoints as MCP tools with zero co…
— ○ ⏳ — N/A N/A — — —
36503
MrLesk
The simplest way to bridge and collaborate across AI Agent sessions like Claude…
— ○ ⏳ — N/A N/A — — —
36504
Ali-Chaghou
Enables AI agents to query a PostgreSQL database through a small set of control…
— ○ ⏳ — — — — — —
36505
Jiskta
jiskta-mcp Claim
Provides AI assistants with direct access to historical air quality, ERA5 meteo…
— ○ ⏳ — — — — — —
36506
A0Nexus-bit
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
— ○ ⏳ — N/A N/A — — —
36507
ckq-aws
Your proactive chaos engineering companion that analyzes infrastructure code an…
— ○ ⏳ — N/A N/A — — —
36508
xenarch
xenarch-mcp Claim 1
MCP server for USDC micropayments on Base. Pay for x402-gated content, APIs, or…
— ○ ⏳ — — — — 81 —
36509
eamonboyle
mssql-mcp Claim
An MCP server that enables AI assistants to query and manage Microsoft SQL Serv…
— ○ ⏳ — — — — — —
36510
TimeProofLabs
TruthSpine Claim
Every AI chat starts already knowing your project. Needs the TruthSpine app: tr…
— ○ ⏳ — N/A N/A — — —
36511
DrewDawson2027
Recast MCP Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
— ○ ⏳ — N/A N/A — 95 —
36512
Janicezhhhh
Agent Pulse Claim
Source-backed finance, technology, and AI news, research, briefings, and Agent …
— ○ ⏳ — — — — — —
36513
jadhaj
Automates backporting upstream Ironic changes across OpenShift release branches…
— ○ ⏳ — — — — — —
36514
justadityaraj
Shop on amazon.in via LLM. Three tools: product search with "cheapest in stock"…
— ○ ⏳ — — — — — —
36515
ScottPierce
Fetches web content, converts HTML to Markdown, and processes it with Claude AI…
— ○ ⏳ — N/A N/A — — —
36516
BarryHsia
Enables intelligent code navigation and analysis for AOSP development using Ope…
— ○ ⏳ — N/A N/A — — —
36517
appNucleus
A FastMCP server providing web search, scraping, image extraction, and mail pla…
— ○ ⏳ — N/A N/A — — —
36518
james-robson
Inthread Claim
Sign in with email or GitHub. Invite others. Agent-to-agent, threaded, async MC…
— ○ ⏳ — — — — — —
36519
Ansvar-Systems
Enables querying Slovenian competition data including AVK enforcement decisions…
— ○ ⏳ — — — — — —
36520
m2ai-mcp-servers
Extracts brand identity (colors, typography, spacing) from any website and gene…
— ○ ⏳ — N/A N/A — — —
36521
0xK3vin
vikunja-mcp Claim
Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
— ○ ⏳ — — — — — —
36522
aiarghya1
Enables AI assistants to manage tasks with full lifecycle support including due…
— ○ ⏳ — N/A N/A — — —
36523
friendlygeorge
MCP server for Jira — search, create, update, transition issues, manage project…
— ○ ⏳ — N/A N/A — — —
36524
abhishekY495
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
— ○ ⏳ — — — — — —
36525
nahuelsoria
Asked Thrice Claim
Measure whether AI assistants actually recommend a brand, from measured answers.
— ○ ⏳ — — — — — —
36526
CaptainCrouton89
Enables AI assistants to create, manage, and break down tasks into subtasks wit…
— ○ ⏳ — N/A N/A — — —
36527
itsjoe18
skillsyncai Claim
— ○ ⏳ — N/A N/A — 95 —
36528
rschalkrce
Enables LLMs to query the RCE Cultural Heritage SPARQL endpoint using ontology …
— ○ ⏳ — — — — — —
36529
pinoox
pinoox-mcp Claim
MCP server for the Pinoox PHP HMVC platform, giving any MCP-compatible AI clien…
— ○ ⏳ — N/A N/A — — —
36530
Starlight143
An MCP server that enforces runtime authorization for tool calls using Stage0 p…
— ○ ⏳ — — — — — —
36531
yafldev
mcp Claim 1
Agent-first E2EE file transfer over MCP: move files between machines in one too…
— ○ ⏳ — N/A N/A — 69 —
36532
neco001
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
— ○ ⏳ — — — — — —
36533
The-Doxa-Way
Doxa MCP Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
— ○ ⏳ — — — — — —
36534
acjlabs
Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify …
— ○ ⏳ — — — — — —
36535
actions-marketplace-validations
MCProbe Claim
A stdio MCP server that audits other MCP servers by linting their tool schemas …
— ○ ⏳ — — — — — —
36536
llm-network-control
mcp-server Claim
MCP server with tools for managing routers, enabling network control through na…
— ○ ⏳ — — — — — —
36537
iterorganization
IMAS Codex Claim
Provides AI assistants with natural language access to IMAS data structures and…
— ○ ⏳ — — — — — —
36538
onatozmenn
KlinikMCP Claim
A drug and clinical information MCP server for Turkish healthcare professionals…
— ○ ⏳ — — — — — —
36539
kdursunnizam-art
Enables AI agents to control RELION 5.x cryo-EM structure determination softwar…
— ○ ⏳ — — — — — —
36540
MattJeff
Visa requirements for 39,585 passport-destination pairs in 15 languages.
— ○ ⏳ — N/A N/A — — —
36541
FluentData
Fluent MCP Claim
Enables building MCP servers with embedded reasoning, allowing complex tasks to…
— ○ ⏳ — N/A N/A — — —
36542
Tempreon
Person-owned, portable AI memory as a remote MCP server, readable and writable …
— ○ ⏳ — — — — — —
36543
govRosMedia
Enables AI agents to interact with the Stars Cash Flow reseller API for real Te…
— ○ ⏳ — — — — — —
36544
edholofy
eyepup Claim
Agentic visitor analytics — five tools that hand the next CRO fix to your codin…
— ○ ⏳ — — — — — —
36545
HuginnIndustries
Evidence-backed reverse engineering and human-gated software planning for Pi an…
— ○ ⏳ — N/A N/A — — —
36546
kdinisv
Enables AI agents to safely upgrade JavaScript and TypeScript projects through …
— ○ ⏳ — N/A N/A — — —
36547
congzhou09
An MCP server that connects AI agents to a running Chrome tab via the Chrome De…
— ○ ⏳ — N/A N/A — — —
36548
nuno-morais
Local MCP server that uses a local Ollama model to rewrite rough prompt drafts …
— ○ ⏳ — N/A N/A — — —
36549
MeirKaD
Find current information across major search engines and extract web pages into…
— ○ ⏳ — N/A N/A — 95 —
36550
mattattacks
A calorie tracking MCP server that processes food photos and text descriptions …
— ○ ⏳ — — — — 81 —
Showing 36501–36550 of 69448 servers
« Prev 1 … 729 730 731 732 733 … 1389 Next »