MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65251
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
— ○ ⏳ — N/A N/A — 95 —
65252
blaideinc
recipe-mcp Claim
Generate and remix recipes using cookwith.co
— ○ ⏳ — N/A N/A — 95 —
65253
webrating
formpaste Claim
Create and wire up contact forms from your coding agent. Forms, snippets, and s…
— ○ ⏳ — — — — — —
65254
ancienthu
Enables AI tools to extract Feishu documents (Docx/Wiki) via Feishu Open API an…
— ○ ⏳ — N/A N/A — — —
65255
m2ai-mcp-servers
n8n Advisor Claim
Enables AI assistants to review workflow status in n8n instances, including act…
— ○ ⏳ — — — — — —
65256
rebaselabs-framework
mock-llm-mcp Claim
MCP server to mock OpenAI, Anthropic, and Google Gemini responses for testing A…
— ○ ⏳ — — — — — —
65257
decline27
Enables AI agents to control Homey smart home devices, trigger flows, and query…
— ○ ⏳ — — — — — —
65258
KatLabPuss
This MCP server allows searching mining projects, tenements, and mineral proper…
— ○ ⏳ — N/A N/A — — —
65259
whisper-sec
WhisperGraph Claim
Self-hostable MCP server for WhisperGraph — a graph of 7.39B nodes / 39B edges …
— ○ ⏳ — — — — — —
65260
QuantaSeal
quantaseal Claim
Quantum-safe vault, encryption & compliance for AI agents. NIST FIPS 203/204 ML…
— ○ ⏳ — N/A N/A — — —
65261
thebackpackdevorg
Turns any folder of Markdown files into a searchable, structured knowledge base…
— ○ ⏳ — N/A N/A — — —
65262
ruimluis
Tend Claim
Your own network — goals, commitments and interaction history — read-only, from…
— ○ ⏳ — — — — — —
65263
tatsunori-ono
A token-optimized documentation and Q&A registry for AI agents, providing dense…
— ○ ⏳ — — — — — —
65264
andrewnexys
EdgeFinder Claim
CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and…
— ○ ⏳ — — — — — —
65265
xuanji86
Enables natural language interaction with FastBound's firearms Acquisition & Di…
— ○ ⏳ — — — — — —
65266
qinisolabs
bizdays Claim
Business-day & public-holiday calculations for 200+ countries (add/count workin…
— ○ ⏳ — — — — — —
65267
bobbyhiddn
Ordinal-MCP Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
— ○ ⏳ — N/A N/A — 95 —
65268
TheSameAbramovych
mcp-server Claim
AI agents read & send email, manage mailboxes, domains and webhooks via the QMa…
— ○ ⏳ — — — — — —
65269
kingcos
fanfou-mcp Claim
基于 FastMCP 构建的饭否 MCP 服务器,提供饭否时间线、用户、发布等工具和服务。
— ○ ⏳ — — — — — —
65270
CSOAI-ORG
markdown-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
65271
null
Canvas Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
— ○ ⏳ — — — — 81 —
65272
Able-rip
Convert photos to LEGO-style brick mosaic previews with AI-powered color quanti…
— ○ ⏳ — N/A N/A — — —
65273
u9401066
Enables AI agents to perform structured root cause analysis from clinical incid…
— ○ ⏳ — N/A N/A — — —
65274
mnot
webcal-mcp Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
— ○ ⏳ — N/A N/A — — —
65275 — ○ ⏳ — N/A N/A — 95 —
65276
emretheus
Search past Claude Code conversations. Local BM25 over JSONL with one-click cla…
— ○ ⏳ — N/A N/A — — —
65277
junter1989k-ai
Nepal payments for AI agents — Khalti wallet via Khalti. Never holds funds.
— ○ ⏳ — — — — — —
65278
remorses
playwriter Claim
Connects to your running Chrome browser, enabling AI agents to automate it via …
— ○ ⏳ — — — — — —
65279
mcpassure
MCP CNES Claim
Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamento…
— ○ ⏳ — N/A N/A — — —
65280
subhamraj76
Enables AI agents to read, search, write, and update Microsoft OneNote pages th…
— ○ ⏳ — N/A N/A — — —
65281
janedouat
mcp-test Claim
— ○ ⏳ — N/A N/A — 95 —
65282
namuan
Integrates with Trello to manage tasks and cards with features like creating, u…
— ○ ⏳ — — — — — —
65283
bvatech
Your strength-training data for any AI assistant: workouts, progress, muscle vo…
— ○ ⏳ — — — — — —
65284
FAR Oracle Claim 1
Search Federal Acquisition Regulations (FAR) for government contracting.
— ○ — N/A N/A — 81 —
65285
MarvinRey7879
patternfetch Claim
Crypto ticker+timeframe → token-compact market-state brief. MCP server, one-cli…
— ○ ⏳ — — — — — —
65286
drewrad8
Enables interaction with Firewalla network security devices for network monitor…
— ○ ⏳ — — — — 81 —
65287
venikman
fpf-memory Claim
This MCP server provides a deterministic index of the First Principles Framewor…
— ○ ⏳ — — — — 81 —
65288
hawk20605
deckbase Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
— ○ ⏳ — — — — 81 —
65289
runapi-ai
An MCP server that enables AI image editing and generation using the GPT Image …
— ○ ⏳ — — — — — —
65290
dewalt-1
A Claude skill + MCP server that tells you how Deutsche Bahn delays will affect…
— ○ ⏳ — — — — — —
65291 — ○ ⏳ — N/A N/A — 95 —
65292
bughide010
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
65293
allora-network
Enables AI systems to fetch machine learning inferences and prediction market d…
— ○ ⏳ — — — — — —
65294
DankeyDevDave
A comprehensive security validation system for MCP server implementations, prov…
— ○ ⏳ — N/A N/A — — —
65295
Bingeljell
Enables AI-assisted B2B lead generation by discovering, extracting, scoring, an…
— ○ ⏳ — N/A N/A — — —
65296
lanten-ai
Connects AI assistants to the Lanten property management API, allowing them to …
— ○ ⏳ — — — — — —
65297
AiAkiv
Shared long-term memory for AI agents: save and recall context as a searchable …
— ○ ⏳ — — — — — —
65298
neutral-Stage
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
— ○ ⏳ — N/A N/A — — —
65299
vibesecurity
VS2908 Claim
— ○ ⏳ — N/A N/A — 95 —
65300
camerondwills
Lazy Ads Claim
Hosted MCP for nine ad networks. BYOA, flat SaaS — no percent of spend, no fake…
— ○ ⏳ — — — — — —
Showing 65251–65300 of 69007 servers