MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17651
anysiteio
Enables comprehensive access to LinkedIn and Instagram data including user prof…
D 52 5⁄5 ◎ ⏳ 100 10 0 57 81 —
17652
netdata
Discovery, exploration, reporting and root cause analysis using all observabili…
D 52 5⁄5 ◎ ⏳ 60 43 0 84 80 —
17653
stripe
stripe ✓ Claim
The Stripe Model Context Protocol server allows you to integrate with Stripe AP…
D 52 4⁄4 ◎ ⏳ 60 10 — 58 80 —
17654
chatmcp
mcprouter ⚡ Claim
A proxy service that connects MCP clients to remote MCP servers, allowing users…
D 52 5⁄5 ◎ ⏳ 62 73 0 40 81 —
17655
joinQuantish
limitless-mcp Claim 1
Enables AI agents to trade on Limitless prediction markets on Base via MCP, wit…
D 52 5⁄3 ◎ ⏳ 75 45 0 38 95 —
17656
montanetech
Codeix Claim
Fast semantic code search for AI agents — find symbols, references, and callers…
D 51 5⁄3 ◎ ⏳ 64 23 0 74 95 —
17657
jmrplens
Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42…
D 51 5⁄5 ◎ ⏳ 96 0 0 89 69 —
17658
nirholas
Browser Solidity compiler IDE - smart contract development testing deploy
D 51 5⁄3 ◎ ⏳ 64 43 0 52 95 —
17659
jake-bcn
Remote Demo MCP ⚡ Claim
A local MCP server that automates the deployment of static directories to remot…
D 51 4⁄4 ◎ ⏳ 66 0 — 53 81 —
17660
sammcj
mcp-devtools ⚡ Claim
A modular MCP server that provides commonly used developer tools for AI coding …
D 51 5⁄3 ◎ ⏳ 60 30 0 80 92 —
17661 D 51 4⁄4 ◎ ⏳ 64 0 N/A 59 81 —
17662
Denominator-Ventures
Open coordination network for AI agents and their humans. 13 tools for structur…
D 51 4⁄4 ◎ ⏳ 72 0 — 46 81 —
17663
SocioLogicAI
signal-relay ⚡ Claim
Connect AI agents to SocioLogic's synthetic persona platform for market researc…
D 51 5⁄5 ◎ ⏳ 100 0 0 56 90 —
17664
mrgulshanyadav
MisarMail ⚡ Claim
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
D 51 4⁄4 ◎ ⏳ 64 0 — 56 81 —
17665
ridafkih
Provides AI agents with calendar access and syncing capabilities through the Mo…
D 51 5⁄5 ◎ ⏳ 60 43 0 71 82 —
17666
Context-Engine-AI
Context-Engine MCP - Agentic Context Compression Suite
D 51 4⁄4 ◎ ⏳ 60 12 N/A 42 85 — SV
17667
apify
Model Context Protocol (MCP) Client for Apify's Actors
D 51 5⁄3 ◎ ⏳ 84 10 0 57 95 —
17668
poorbjorn-creator
BookLab MCP Server ⚡ Claim
Provides curated nonfiction book recommendations and profiles using TF-IDF scor…
D 51 4⁄4 ◎ ⏳ 66 0 — 52 81 —
17669
gridinsoft
mcp-inspector ⚡ Claim
MCP server for domain and URL security analysis powered by GridinSoft Inspector…
D 51 5⁄3 ◎ ⏳ 60 61 0 51 83 —
17670
rust-mcp-stack
A command-line tool written in Rust for discovering and documenting MCP Server …
D 51 5⁄3 ◎ ⏳ 60 22 0 84 95 —
17671
labsai
EDDI Claim
Config-driven engine that turns JSON into production-grade AI agents. Multi-age…
D 51 4⁄4 ◎ ⏳ 58 0 N/A 68 81 —
17672
Leantime
Leantime MCP Bridge ⚡ Claim 1
A robust proxy bridge that connects MCP clients to the Leantime project managem…
D 51 5⁄5 ◎ ⏳ 64 61 0 42 82 —
17673
ag2-mcp-servers
An MCP server that enables communication with Twilio's Microvisor API, allowing…
D 51 4⁄4 ◎ ⏳ 45 52 — 21 80 —
17674
modelscope
MCPBench Claim
The evaluation benchmark on MCP servers
D 51 5⁄3 ◎ ⏳ 74 36 0 43 95 —
17675
peter-fusek
oncofiles Claim
AI-powered medical document management for cancer patients and caregivers. Conn…
D 51 4⁄4 ◎ ⏳ 60 0 — 63 81 —
17676
3a3
Enables LLMs to access Fujitsu's Digital Rehearsal API through natural language…
D 51 5⁄5 ◎ ⏳ 84 30 0 55 81 —
17677
BerriAI
Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.
D 51 4⁄4 ◎ ⏳ 64 30 N/A 47 58 —
17678
jtalk22
slack-mcp-server ⚡ Claim
Your complete Slack context for Claude—DMs, channels, threads, search. No OAuth…
D 51 5⁄5 ◎ ⏳ 90 10 0 84 69 —
17679
TykanN
Swit MCP Server ⚡ Claim 1
A Model Context Protocol server that integrates with Swit collaboration tools, …
D 51 5⁄5 ◎ ⏳ 51 65 0 62 81 —
17680
NextStat
chatgpt2md Claim
Convert ChatGPT export to Markdown with full-text search and MCP server for Cla…
D 51 5⁄3 ◎ ⏳ 64 30 0 68 95 —
17681
getseline
Seline ⚡ Claim
Local MCP server for Seline Analytics API
D 51 4⁄4 ◎ ⏳ 72 0 N/A 59 69 —
17682
grc-iit
ChronoLog Claim
A High-Performance Storage Infrastructure for Activity and Log Workloads
D 51 4⁄4 ◎ ⏳ 60 11 N/A 61 74 — C
17683
Scottcjn
rustchain-mcp ⚡ Claim
MCP server for RustChain blockchain and BoTTube video platform — AI agent tools…
D 51 5⁄5 ◎ ⏳ 76 46 0 48 78 —
17684
r4topunk
Provides access to the Zora Coins ecosystem on Base mainnet, enabling users to …
D 51 5⁄5 ◎ ⏳ 72 66 0 27 81 —
17685
EBISPOT
ols4 Claim
The EMBL-EBI Ontology Lookup Service (OLS)
D 51 5⁄5 ◎ ⏳ 46 30 46 58 78 —
17686
supermemoryai
A universal memory server that allows users to access their chat memories acros…
D 51 5⁄5 ◎ ⏳ 56 67 0 52 81 —
17687
luiso2
Enables WhatsApp Business messaging through Evolution API with support for crea…
D 51 5⁄5 ◎ ⏳ 72 63 0 28 81 —
17688
ArmorNGlory
Find local churches, faith-based community events, and volunteer opportunities.…
D 51 4⁄4 ◎ ⏳ 66 0 N/A 53 81 —
17689
RRGU26
Real-time banking regulatory intelligence from 100+ federal and state sources.
D 51 5⁄3 ◎ ⏳ 72 28 0 56 95 —
17690
plural-pinelabs
Create payment orders, checkout, subscriptions & UPI via PineLabs Plural PG gat…
D 51 5⁄5 ◎ ⏳ 67 0 66 51 69 —
17691
razorpay
Razorpay's Official MCP Server
D 51 5⁄3 ◎ ⏳ 56 33 0 77 94 —
17692
FelixIsaac
Extended WhatsApp MCP server with 41 tools - reactions, group management, polls…
D 51 5⁄3 ◎ ⏳ 64 46 0 51 92 —
17693
JetBrains
mcp-jetbrains ⚡ Claim 1
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…
D 51 5⁄3 ◎ ⏳ 45 51 0 72 95 —
17694
BACH-AI-Tools
B2Bhint MCP Server ⚡ Claim
Enables access to B2Bhint API for searching and retrieving company and person i…
D 51 4⁄4 ◎ ⏳ 50 27 — 45 80 —
17695
Sunex-AI
Enables AI assistants to search Sunex's lens and imager catalog using natural l…
D 51 4⁄4 ◎ ⏳ 70 0 — 48 81 —
17696
nirholas
abi-to-mcp ⚡ Claim
Generates MCP servers from smart contract ABIs, enabling Claude to interact wit…
D 50 5⁄5 ◎ ⏳ 88 32 0 66 61 —
17697
IsaiahDupree
Modal MCP Server ⚡ Claim 1
Exposes Modal cloud functions as MCP tools for video rendering, voice synthesis…
D 50 4⁄4 ◎ ⏳ 78 0 N/A 30 81 —
17698
eqtylab
mcp-guardian Claim
Manage / Proxy / Secure your MCP Servers
D 50 5⁄3 ◎ ⏳ 60 30 0 70 95 —
17699
ryota-murakami
Serena ⚡ Claim
A coding agent toolkit that provides IDE-like semantic code retrieval and editi…
D 50 5⁄5 ◎ ⏳ 60 52 0 66 74 —
17700
oogunbiyi21
Stats Compass ⚡ Claim
50+ pandas-powered tools for data loading, cleaning, visualization, and ML work…
D 50 5⁄5 ◎ ⏳ 68 38 0 62 81 —
Showing 17651–17700 of 69182 servers
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