MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4701
n24q02m
better-godot-mcp ⚡ Claim 2
18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScrip…
B 74 5⁄5 ◉ ⏳ 51 100 N/A 79 95 44
4702
formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Co…
B 74 5⁄5 ◉ ⏳ 60 92 N/A 52 95 65
4703
oakenai
A TypeScript-based MCP server that provides tools for making precise line-based…
B 74 5⁄4 ◉ ⏳ 74 65 N/A 40 90 92
4704
ExpertVagabond
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking,…
B 74 5⁄4 ◉ ⏳ 94 33 N/A 67 82 91
4705
adainrivers
SvelteLS.MCP ⚡ Claim 1
An MCP server that wraps the Svelte Language Server to provide IDE-like tools f…
B 74 5⁄4 ◉ ⏳ 69 62 N/A 53 92 89
4706
lukasmki
Enables AI agents to search the Chemspace API for synthesizable building blocks…
B 74 5⁄5 ◉ ⏳ 76 65 — 47 81 95
4707
manimohans
Provides tools to fetch and search news from The Verge's RSS feed, allowing use…
B 74 5⁄5 ◉ ⏳ 70 65 — 52 80 99
4708
agentic-mcp-tools
owlex ⚡ Claim 1
AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) …
B 74 5⁄4 ◉ ⏳ 66 58 N/A 67 89 91
4709
ForceInjection
Enables intelligent Markdown document analysis including extracting table of co…
B 74 5⁄4 ◉ ⏳ 86 50 N/A 42 95 87
4710
AiAgentKarl
solana-mcp-server ⚡ Claim
Solana blockchain data for AI agents — wallet balances, token prices, DeFi yiel…
B 74 4⁄4 ◉ ⏳ 66 N/A N/A 30 95 94
4711
0xKoda
Provides tools for AI assistants to interact with the Ethereum blockchain throu…
B 74 5⁄5 ◉ ⏳ 66 100 — 46 82 68
4712
renl
Meshimize ⚡ Claim 2
MCP server for the Meshimize agent communication platform: Q\&A groups, messagi…
B 74 5⁄4 ◉ ⏳ 57 75 — 60 83 99
4713
Doriandarko
Provides web search capabilities to Claude AI using the Anthropic API, allowing…
B 74 5⁄5 ◉ ⏳ 94 100 — 23 78 52
4714
Code-Hex
A lightweight MCP server that enables LLMs to search the web via DuckDuckGo, se…
B 74 5⁄5 ◉ ⏳ 100 57 — 28 82 89
4715
geldata
Gel MCP Server ⚡ Claim
Enables AI coding agents to interact with Gel databases by executing queries, t…
B 74 5⁄4 ◉ ⏳ 88 47 N/A 44 95 90
4716
Ayaanisthebest
Enables AI assistants to interact with native Apple applications including Mess…
B 74 5⁄4 ◉ ⏳ 96 37 N/A 42 95 91
4717
oomol-lab
Enables integration with Oomol Connect for executing tasks, managing blocks and…
B 74 5⁄5 ◉ ⏳ 72 73 — 41 81 97
4718
lupuletic
onyx-mcp-server ⚡ Claim 1
Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced sem…
B 74 5⁄5 ◉ ⏳ 84 100 — 62 80 34
4719
yoda-digital
An enterprise-grade MCP server that provides specialized tools for legal reason…
B 74 5⁄5 ◉ ⏳ 78 100 N/A 25 95 52
4720
gawakawa
Pursuit MCP ⚡ Claim
Enables searching PureScript documentation through the Pursuit search engine. S…
B 74 5⁄5 ◉ ⏳ 70 82 — 37 81 91
4721
kontext-dev
Browse the web, directly from Cursor etc.
B 74 5⁄5 ◉ ⏳ 77 53 N/A 74 81 90
4722
invapi-org
invapi-mcp ⚡ Claim
Extract, create, convert & validate invoices (UBL, CII, XRechnung, ZUGFeRD, PDF…
B 74 5⁄4 ◉ ⏳ 84 71 N/A 32 83 88
4723
mkusaka
MCP Shell Server ⚡ Claim
A server that uses the Model Context Protocol (MCP) to allow AI agents to safel…
B 74 5⁄4 ◉ ⏳ 72 62 N/A 53 89 91
4724
Atomic-Germ
Enables consulting with local Ollama models for reasoning from alternative view…
B 74 5⁄5 ◉ ⏳ 84 82 — 71 81 44
4725
wyattjoh
jmap-mcp ⚡ Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
B 74 5⁄5 ◉ ⏳ 72 72 — 48 81 93
4726
paybyrd
claude-mcp-server ⚡ Claim 1
A Model Context Protocol server that enables Claude AI to interact with Paybyrd…
B 74 5⁄5 ◉ ⏳ 79 70 — 37 80 97
4727
anavvathi
BridgeContext is a productivity tool designed to capture and transfer conversat…
B 74 5⁄4 ◉ ⏳ 90 27 N/A 64 89 98
4728
RobThePCGuy
rag-vault Claim 1
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
B 74 5⁄5 ◉ ⏳ 62 82 N/A 52 81 91
4729
CartographAI
atlas-docs ⚡ Claim
Provide LLMs hosted, clean markdown documentation of libraries and frameworks
B 74 5⁄5 ◉ ⏳ 78 58 — 46 83 100
4730
dasheck0
Generates realistic human face images that don't represent real people, offerin…
B 74 5⁄5 ◉ ⏳ 90 100 — 47 81 35
4731
abhi12299
Provides tools for date-time manipulation, including timezone conversion and ar…
B 74 5⁄5 ◉ ⏳ 60 100 — 30 83 87
4732
gigamori
An MCP server that executes SQL via ConnectorX and streams the result to a CSV …
B 74 5⁄5 ◉ ⏳ 79 68 — 47 81 86
4733
hongnoul
mit-dining ⚡ Claim
Real-time MIT dining hall menus with dietary filtering across all 6 halls
B 74 5⁄4 ◉ ⏳ 66 68 N/A 38 92 100
4734
atharvagupta2003
MCP Stripe Server ⚡ Claim 1
A server that integrates with Stripe for handling payments, customers, and refu…
B 74 5⁄5 ◉ ⏳ 84 55 — 45 81 98
4735
apitable
AITable.ai Model Context Protocol Server enables AI agents to connect and work …
B 74 5⁄5 ◉ ⏳ 76 100 — 49 81 50
4736
samanhappy
mcphub ⚡ Claim
A unified hub for centrally managing and dynamically orchestrating multiple MCP…
B 74 5⁄4 ◉ ⏳ 90 38 N/A 92 90 64
4737
jun85664396
Pump.fun data fetch tool for Model Context Protocol
B 74 5⁄5 ◉ ⏳ 90 52 — 40 81 100
4738
pansila
MCP Server to expose the GDB debugging capabilities
B 74 5⁄4 ◉ ⏳ 84 35 N/A 69 92 93
4739
quinny1187
Enables direct file system access to Obsidian vaults with auto-discovery, full-…
B 74 5⁄4 ◉ ⏳ 84 56 N/A 23 95 100
4740
pushkarsingh32
The official MCP server for Semantic Pen - an advanced AI article generator and…
B 74 5⁄5 ◉ ⏳ 88 100 — 23 81 56
4741
devabdultech
Adds powerful Hacker News integration to LLM clients, allowing users to access …
B 74 5⁄5 ◉ ⏳ 86 58 — 40 81 98
4742
TigranPetosyants
Trading MCP Server ⚡ Claim
Provides a comprehensive suite of 20 tools for cryptocurrency trading and techn…
B 74 5⁄5 ◉ ⏳ 78 75 — 26 80 100
4743
meshpop
vssh ⚡ Claim
SSH tunnel and remote server management MCP — execute commands, transfer files,…
B 74 5⁄4 ◉ ⏳ 86 36 N/A 64 84 100
4744
Kynlos
Connects Obsidian vaults to AI assistants with 121 tools for automated note cre…
B 74 5⁄5 ◉ ⏳ 86 82 N/A 49 95 43
4745
manju07
Provides secure file read and write operations within a sandboxed directory, al…
B 74 5⁄4 ◉ ⏳ 84 58 N/A 19 95 100
4746
AndreyVMarkelov
MCPulse Claim
JMeter Sampler plugin to load-test MCP stdio servers (Model Context Protocol).
B 74 5⁄4 ◉ ⏳ 90 35 N/A 41 95 100
4747
NightTrek
Supabase MCP Server ⚡ Claim 1
Enables querying Supabase databases and generating TypeScript types through the…
B 74 5⁄5 ◉ ⏳ 94 71 — 21 81 88
4748
piersdd
A token-efficient MCP server for managing Cloudflare DNS zones and records with…
B 74 5⁄5 ◉ ⏳ 66 75 — 53 83 90
4749
cfenzo
domain-mcp Claim 1
Enables domain name availability checking through DNS and WHOIS lookups with co…
B 74 5⁄5 ◉ ⏳ 90 57 — 29 82 99
4750
riotofgeese
Gemini MCP Server ⚡ Claim
Provides access to Google's Gemini API for multi-turn conversations and image g…
B 74 5⁄5 ◉ ⏳ 84 72 — 25 81 92
Showing 4701–4750 of 69007 servers
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