MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17651
rahgadda
OpenAPI MCP Server Claim 1
A Model Context Protocol Server that enables LLMs to interact with and execute …
D 52 44 33 62 40 74
17652
ag2-mcp-servers
An MCP Server that provides a conversational interface to the UK Open Banking a…
D 52 44 45 51 21 84
17653
sequenzy
sequenzy-mcp Claim
AI-powered email marketing automation. Manage subscribers, campaigns, and seque…
D 52 53 90 46 0 24 83
17654
systempromptio
[DEPRECATED] Superseded by systempromptio/systemprompt-template and systempromp…
D 52 55 85 37 0 50 81
17655
eL1fe
mcpdir Claim
The largest open MCP server directory — 8,000+ community-driven Model Context P…
D 52 53 76 43 0 33 95
17656
razorpay
Razorpay's Official MCP Server
D 51 53 56 33 0 77 94
17657
Context-Engine-AI
Context-Engine MCP - Agentic Context Compression Suite
D 51 44 60 12 N/A 42 85 SV
17658
getseline
Seline Claim
Local MCP server for Seline Analytics API
D 51 44 72 0 N/A 59 69
17659 D 51 44 64 0 N/A 59 81
17660
nirholas
Browser Solidity compiler IDE - smart contract development testing deploy
D 51 53 64 43 0 52 95
17661
RRGU26
Real-time banking regulatory intelligence from 100+ federal and state sources.
D 51 53 72 28 0 56 95
17662
Denominator-Ventures
Open coordination network for AI agents and their humans. 13 tools for structur…
D 51 44 72 0 46 81
17663
FelixIsaac
Extended WhatsApp MCP server with 41 tools - reactions, group management, polls…
D 51 53 64 46 0 51 92
17664
luiso2
Enables WhatsApp Business messaging through Evolution API with support for crea…
D 51 55 72 63 0 28 81
17665
grc-iit
ChronoLog Claim
A High-Performance Storage Infrastructure for Activity and Log Workloads
D 51 44 60 11 N/A 61 74 C
17666
ag2-mcp-servers
An MCP server that enables communication with Twilio's Microvisor API, allowing…
D 51 44 45 52 21 80
17667
rust-mcp-stack
A command-line tool written in Rust for discovering and documenting MCP Server …
D 51 53 60 22 0 84 95
17668
montanetech
Codeix Claim
Fast semantic code search for AI agents — find symbols, references, and callers…
D 51 53 64 23 0 74 95
17669
EBISPOT
ols4 Claim
The EMBL-EBI Ontology Lookup Service (OLS)
D 51 55 46 30 46 58 78
17670
JetBrains
mcp-jetbrains Claim 1
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…
D 51 53 45 51 0 72 95
17671
poorbjorn-creator
BookLab MCP Server Claim
Provides curated nonfiction book recommendations and profiles using TF-IDF scor…
D 51 44 66 0 52 81
17672
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
17673
apify
Model Context Protocol (MCP) Client for Apify's Actors
D 51 53 84 10 0 57 95
17674
Scottcjn
rustchain-mcp Claim
MCP server for RustChain blockchain and BoTTube video platform — AI agent tools…
D 51 55 76 46 0 48 78
17675
jtalk22
slack-mcp-server Claim
Your complete Slack context for Claude—DMs, channels, threads, search. No OAuth…
D 51 55 90 10 0 84 69
17676
r4topunk
Provides access to the Zora Coins ecosystem on Base mainnet, enabling users to …
D 51 55 72 66 0 27 81
17677
modelscope
MCPBench Claim
The evaluation benchmark on MCP servers
D 51 53 74 36 0 43 95
17678
Leantime
Leantime MCP Bridge Claim 1
A robust proxy bridge that connects MCP clients to the Leantime project managem…
D 51 55 64 61 0 42 82
17679
3a3
Enables LLMs to access Fujitsu's Digital Rehearsal API through natural language…
D 51 55 84 30 0 55 81
17680
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
17681
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
17682
mrgulshanyadav
MisarMail Claim
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
D 51 44 64 0 56 81
17683
gridinsoft
mcp-inspector Claim
MCP server for domain and URL security analysis powered by GridinSoft Inspector…
D 51 53 60 61 0 51 83
17684
Sunex-AI
Enables AI assistants to search Sunex's lens and imager catalog using natural l…
D 51 44 70 0 48 81
17685
TykanN
Swit MCP Server Claim 1
A Model Context Protocol server that integrates with Swit collaboration tools, …
D 51 55 51 65 0 62 81
17686
BerriAI
Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.
D 51 44 64 30 N/A 47 58
17687
peter-fusek
oncofiles Claim
AI-powered medical document management for cancer patients and caregivers. Conn…
D 51 44 60 0 63 81
17688
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
17689
plural-pinelabs
Create payment orders, checkout, subscriptions & UPI via PineLabs Plural PG gat…
D 51 55 67 0 66 51 69
17690
ridafkih
Provides AI agents with calendar access and syncing capabilities through the Mo…
D 51 55 60 43 0 71 82
17691
SocioLogicAI
signal-relay Claim
Connect AI agents to SocioLogic's synthetic persona platform for market researc…
D 51 55 100 0 0 56 90
17692
ArmorNGlory
Find local churches, faith-based community events, and volunteer opportunities.…
D 51 44 66 0 N/A 53 81
17693
jmrplens
Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42…
D 51 55 96 0 0 89 69
17694
supermemoryai
A universal memory server that allows users to access their chat memories acros…
D 51 55 56 67 0 52 81
17695
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
17696
blake365
macrostrat-mcp Claim 1
Explore global geologic data to answer questions about bedrock, formations, age…
D 50 55 100 10 0 43 83
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
screenpipe
Local-first system capturing screen/audio with timestamped indexing, SQL/embedd…
D 50 53 64 23 0 66 95
17699
seekrays
SeekCode Claim
A clean and efficient code snippet and clipboard m
D 50 55 54 68 0 45 80
17700
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
Showing 17651–17700 of 67226 servers
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