MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17651 D 51 44 64 0 N/A 59 81
17652
apify
Model Context Protocol (MCP) Client for Apify's Actors
D 51 53 84 10 0 57 95
17653
Context-Engine-AI
Context-Engine MCP - Agentic Context Compression Suite
D 51 44 60 12 N/A 42 85 SV
17654
3a3
Enables LLMs to access Fujitsu's Digital Rehearsal API through natural language…
D 51 55 84 30 0 55 81
17655
BACH-AI-Tools
B2Bhint MCP Server Claim
Enables access to B2Bhint API for searching and retrieving company and person i…
D 51 44 50 27 45 80
17656
BerriAI
Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.
D 51 44 64 30 N/A 47 58
17657
luiso2
Enables WhatsApp Business messaging through Evolution API with support for crea…
D 51 55 72 63 0 28 81
17658
montanetech
Codeix Claim
Fast semantic code search for AI agents — find symbols, references, and callers…
D 51 53 64 23 0 74 95
17659
EBISPOT
ols4 Claim
The EMBL-EBI Ontology Lookup Service (OLS)
D 51 55 46 30 46 58 78
17660
Denominator-Ventures
Open coordination network for AI agents and their humans. 13 tools for structur…
D 51 44 72 0 46 81
17661
jake-bcn
Remote Demo MCP Claim
A local MCP server that automates the deployment of static directories to remot…
D 51 44 66 0 53 81
17662
gridinsoft
inspector Claim
Website safety and trust analysis. Verify domain reputation and detect phishing…
D 51 53 60 61 0 51 83
17663
jtalk22
Slack MCP Server Claim
Slack MCP for self-host or managed Cloud, with Gemini CLI and secure-default HT…
D 51 55 90 10 0 84 69
17664
sammcj
mcp-devtools Claim
A modular MCP server that provides commonly used developer tools for AI coding …
D 51 53 60 30 0 80 92
17665
Sunex-AI
Enables AI assistants to search Sunex's lens and imager catalog using natural l…
D 51 44 70 0 48 81
17666
ArmorNGlory
Find local churches, faith-based community events, and volunteer opportunities.…
D 51 44 66 0 N/A 53 81
17667
peter-fusek
Oncofiles Claim
AI-powered medical document management for cancer patients. Google Drive, Gmail…
D 51 44 60 0 63 81
17668
Leantime
Leantime MCP Bridge Claim 1
Provide a robust proxy bridge to connect MCP clients with the Leantime project …
D 51 55 64 61 0 42 82
17669
grc-iit
ChronoLog Claim
A High-Performance Storage Infrastructure for Activity and Log Workloads
D 51 44 60 11 N/A 61 74 C
17670
getseline
Seline Claim
Local MCP server for Seline Analytics API
D 51 44 72 0 N/A 59 69
17671
labsai
EDDI Claim
Config-driven engine that turns JSON into production-grade AI agents. Multi-age…
D 51 44 58 0 N/A 68 81
17672
FelixIsaac
Extended WhatsApp MCP server with 41 tools - reactions, group management, polls…
D 51 53 64 46 0 51 92
17673
NextStat
chatgpt2md Claim
Convert ChatGPT export to Markdown with full-text search and MCP server for Cla…
D 51 53 64 30 0 68 95
17674
rust-mcp-stack
A command-line tool written in Rust for discovering and documenting MCP Server …
D 51 53 60 22 0 84 95
17675
SocioLogicAI
signal-relay Claim
Connect AI agents to SocioLogic's synthetic persona platform for market researc…
D 51 55 100 0 0 56 90
17676
r4topunk
Provides access to the Zora Coins ecosystem on Base mainnet, enabling users to …
D 51 55 72 66 0 27 81
17677
ag2-mcp-servers
An MCP server that enables communication with Twilio's Microvisor API, allowing…
D 51 44 45 52 21 80
17678
Vonage
MCP server for Vonage API documentation, code snippets, tutorials, and troubles…
D 50 55 39 0 90 42 81
17679
ToolOracle
SolanaOracle Claim
12 MCP tools for DeFi risk & compliance on Solana
D 50 44 60 0 59 81
17680
nirholas
UCAI Claim
Convert smart contracts to MCP servers. Ethereum, Base, Arbitrum, EVM chains. A…
D 50 55 88 32 0 66 61
17681
screenpipe
Local-first system capturing screen/audio with timestamped indexing, SQL/embedd…
D 50 53 64 23 0 66 95
17682
seanbabalala
Bitvoya MCP Claim
Luxury hotel search, rate comparison, booking quotes, and secure checkout hando…
D 50 55 90 0 0 76 81
17683
hichana
An AI-powered goal management system that transforms traditional goal tracking …
D 50 55 62 65 0 33 81
17684
epicweb-dev
EpicMe MCP Claim
An application that demonstrates the future of user interactions through natura…
D 50 53 48 70 0 36 95
17685
solenyaresearch0000
Provides access to AsterDex perpetual futures market data including real-time o…
D 50 55 100 25 0 28 81
17686
toomy1992
Integrates with Wealthfolio to provide real-time portfolio data, valuations, ac…
D 50 55 56 63 0 46 81
17687
kastelldev
kastell Claim 1
Server security audit (413 checks), hardening, and fleet management across 4 cl…
D 50 44 64 0 N/A 92 53
17688
gaiaaiagent
Provides programmatic access to the Regen Network blockchain, allowing AI agent…
D 50 55 92 31 0 32 81
17689
mbsoft-systems
UnWeb MCP Server Claim
Enables conversion of webpages to clean markdown with content quality scoring a…
D 50 44 60 0 60 81
17690
Woobox
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
D 50 44 64 10 39 81
17691
yamadashy
Repomix Claim
Repomix MCP Server enables AI models to efficiently analyze codebases by packag…
D 50 55 60 33 0 82 81
17692
eqtylab
mcp-guardian Claim
Manage / Proxy / Secure your MCP Servers
D 50 53 60 30 0 70 95
17693
ag2-mcp-servers
An MCP Server that provides access to Google's Cloud Tool Results API, enabling…
D 50 44 45 45 N/A 21 83
17694
loomal-ai
Provides identity infrastructure for AI agents to manage email communications, …
D 50 44 72 0 38 81
17695
msrbuilds
elementor-mcp Claim
WordPress plugin that turns Elementor into an MCP server — 97 AI-ready tools fo…
D 50 55 60 43 0 72 80
17696
rulego
rulego Claim
⛓️RuleGo is a lightweight, high-performance, embedded, next-generation componen…
D 50 53 60 20 0 83 94
17697
IsaiahDupree
Modal MCP Server Claim 1
Exposes Modal cloud functions as MCP tools for video rendering, voice synthesis…
D 50 44 78 0 N/A 30 81
17698
oogunbiyi21
Stats Compass Claim
50+ pandas-powered tools for data loading, cleaning, visualization, and ML work…
D 50 55 68 38 0 62 81
17699
rajtrafficradius
N8N MCP Server Claim 1
Production-ready MCP server that brings N8N workflow automation to both Claude.…
D 50 44 72 0 38 81
17700
blake365
macrostrat-mcp Claim 1
Explore global geologic data to answer questions about bedrock, formations, age…
D 50 55 100 10 0 43 83
Showing 17651–17700 of 33745 servers
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