MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52101
glitchcrab
MCP server for Buy Me A Pie that allows managing shopping lists and items throu…
— ○ ⏳ — — — — — —
52102
koosoftware
Enables querying pre-built Metabase cards for QMSCloud reporting, allowing retr…
— ○ ⏳ — — — — — —
52103
codersag
Enables natural language interaction with ANSYS Mechanical simulation software …
— ○ ⏳ — N/A N/A — — —
52104
pipeworx-io
Acled Claim
ACLED MCP — Armed Conflict Location & Event Data Project
— ○ ⏳ — — — — — —
52105
zb2947244682
A novel management tool that uses SQLite database to store and manage novel inf…
— ○ ⏳ — N/A N/A — 95 —
52106
mzkrasner
MCP server providing secure Twitter access via agent-twitter-client for profile…
— ○ ⏳ — — — — — —
52107
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
— ○ ⏳ — — — — 81 —
52108
bakalagoin
A build accelerator for AI coding assistants that scaffolds complete projects f…
— ○ ⏳ — — — — — —
52109 — ○ ⏳ — N/A N/A — 95 —
52110
Lucav21
heu-mcp Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
— ○ ⏳ — N/A N/A — — —
52111
camoran89
Enables project creation with validated flow and automatic registration via MCP…
— ○ ⏳ — — — — — —
52112
cyanheads
Search and analyze global news coverage and US TV transcripts via the GDELT Pro…
— ○ ⏳ — — — — — —
52113
satviksinha
MCP server for executing code in various languages via the Codaveri API.
— ○ ⏳ — — — — — —
52114
pipeworx-io
mcp-biorxiv Claim
Enables querying bioRxiv and medRxiv preprints, including metadata, publication…
— ○ ⏳ — — — — — —
52115
TychiWallet
Tychi MCP Claim
Agent-native self-custody wallet MCP: onboard, wallets, Arbitrum sends, policy-…
— ○ ⏳ — N/A N/A — — —
52116
lighthousegrouptr-commits
Enables Claude.ai to connect to a Hermes MCP server via OAuth 2.1 authorization…
— ○ ⏳ — — — — — —
52117
jordan23wagner-ops
A persistent semantic memory layer for AI coding agents, enabling storage and r…
— ○ ⏳ — N/A N/A — — —
52118
AmeliaMiddleton
An MCP server that wraps the TMDB API, enabling search of movies and TV shows, …
— ○ ⏳ — — — — — —
52119
elara-labs
Index your codebase. AI searches instead of re-reading files. 94% token savings.
— ○ ⏳ — N/A N/A — — —
52120
axel-belfort
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
— ○ ⏳ — — — — 81 —
52121
pmat-agent Claim 1
Zero-config AI context generation and code quality toolkit with Claude Code Age…
— ○ — N/A N/A — 81 —
52122
mcp-tools-lab
Generates educational content like quizzes, lesson plans, flashcards, and gradi…
— ○ ⏳ — — — — — —
52123
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
— ○ ⏳ — — — — 81 —
52124
valentinludu
oblio-mcp Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
— ○ ⏳ — — — — — —
52125
runapi-ai
wan-mcp Claim
MCP server for the Wan model line enabling AI-driven animation, video editing, …
— ○ ⏳ — — — — — —
52126
lazymac2x
Cloudflare Workers MCP server: api-mock-server
— ○ ⏳ — — — — — —
52127
sandraschi
A production-ready FastMCP server that integrates Google Nest Protect devices w…
— ○ ⏳ — — — — — —
52128
0xruth1ezz
Enables MCP clients to control JLCPCB EDA (嘉立创 EDA) for PCB and schematic desig…
— ○ ⏳ — N/A N/A — — —
52129
maxbaluev
mcp-retrieve Claim
An MCP server for indexing and searching local text files using late-interactio…
— ○ ⏳ — N/A N/A — — —
52130
kaleidoswap
Exposes an RGB Lightning Node wallet to AI agents, enabling full wallet control…
— ○ ⏳ — — — — — —
52131
CSOAI-ORG
A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a…
— ○ ⏳ — N/A N/A — — —
52132
MICONNM
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucin…
— ○ ⏳ — N/A N/A — — —
52133
narekmalk
safedb-mcp Claim
Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrai…
— ○ ⏳ — — — — — —
52134
fancyboi999
A Model Context Protocol server that downloads watermark-free videos from Douyi…
— ○ ⏳ — — — — — —
52135
CSOAI-ORG
api-docs-generator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
52136
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
— ○ ⏳ — — — — 81 —
52137
leedonwoo2827-ship-it
Converts subtitles or text into a single 1080×1620 infographic card (HTML+PNG) …
— ○ ⏳ — N/A N/A — — —
52138
SureshKhemka
Policy-as-code guardrails for AI coding agents, validated via OPA, Conftest, Ch…
— ○ ⏳ — N/A N/A — — —
52139
ayggdrasil
MCP server for spread-only options execution on Base L2, enabling AI agents to …
— ○ ⏳ — N/A N/A — — —
52140
micaelmalta
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
— ○ ⏳ — — — — 81 —
52141
aistripes
Read-only airport delay, weather, and 24h forecast tools for AI assistants. Air…
— ○ ⏳ — — — — — —
52142
youneslaaroussi
Vidova Claim
Agentic AI video editor: edit a real timeline, generate clips, music and voice,…
— ○ ⏳ — — — — — —
52143
tengzhijian
Weather MCP Claim
A MCP server for querying real-time weather information for any city worldwide …
— ○ ⏳ — — — — — —
52144
YupegLV
Asynchronous image generation MCP server that submits prompts and automatically…
— ○ ⏳ — N/A N/A — — —
52145
kevinten-ai
mcp-ffmpeg Claim
Provides 30+ FFmpeg video and audio editing tools via MCP, enabling AI assistan…
— ○ ⏳ — N/A N/A — — —
52146
Nexus-Digital-Automations
A comprehensive Node.js server implementing Model Context Protocol (MCP) that e…
— ○ ⏳ — — — — 81 —
52147
aloksinghGIT
Analyzes .NET and Java projects to detect stateful code patterns and provides r…
— ○ ⏳ — — — — 81 —
52148
schwarztim
A Model Context Protocol (MCP) server for Kerberos abuse operations using Rubeu…
— ○ ⏳ — N/A N/A — — —
52149
ampcome-mcps
A simple MCP server for Momento Cache enabling get, set, list, create, and dele…
— ○ ⏳ — — — — — —
52150
badchars
Enables AI agents to perform security testing on web applications by controllin…
— ○ ⏳ — N/A N/A — — —
Showing 52101–52150 of 69182 servers