MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12151
sriram-mk1
A Cloudflare Workers-based MCP server implementation that supports OAuth/bearer…
C 62 5⁄4 ◉ ⏳ 54 60 N/A 21 95 73
12152
YUJAEYUN
learnlog-mcp ⚡ Claim 1
An MCP server that locally saves and categorizes user prompts from LLM sessions…
C 62 5⁄5 ◉ ⏳ 41 100 N/A 36 95 28
12153
kukapay
eips-mcp Claim 1
An MCP server for providing semantically related Ethereum Improvement Proposals…
C 62 5⁄4 ◉ ⏳ 51 30 N/A 40 92 100
12154
syrusakbary
Enables searching and retrieving cupcake order records through natural language…
C 62 5⁄5 ◉ ⏳ 42 57 — 37 83 92
12155
Ansvar-Systems
italian-law-mcp ⚡ Claim
Italian legislation via MCP — full-text search across statutes and provisions
C 62 6⁄4 ◉ ⏳ 90 32 0 65 95 94
12156
Cam10001110101
Remote MCP Server ⚡ Claim
A Cloudflare Workers-based implementation of the Model Context Protocol server …
C 62 5⁄5 ◉ ⏳ 54 57 — 30 80 82
12157
ifoundry
Provides AI assistants with structured access to an organization's engineering …
C 62 5⁄4 ◉ ⏳ 88 0 N/A 29 90 96
12158
shooooori0128
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
C 62 5⁄5 ◉ ⏳ 48 68 — 21 81 84
12159
Sharan0402
Parses PDF receipts to extract grocery and shopping expenses, automatically cat…
C 62 5⁄4 ◉ ⏳ 54 38 N/A 24 95 93
12160
mabanas1
FastMCP server that enables AI assistants to integrate with Red Hat Errata Tool…
C 62 5⁄4 ◉ ⏳ 60 36 N/A 16 95 98
12161
johnohhh1
Integrates the Exploit-DB database with AI assistants to enable searching for e…
C 62 5⁄4 ◉ ⏳ 60 38 N/A 22 90 95
12162
sweetwisdom
Enables users to manage projects and retrieve random wallpapers through a TypeS…
C 62 5⁄5 ◉ ⏳ 54 82 N/A 25 95 41
12163
awslabs
Log Analyzer with MCP ⚡ Claim 1
A Model Context Protocol server that provides AI assistants access to AWS Cloud…
C 62 5⁄5 ◉ ⏳ 57 33 — 63 81 83
12164
mmulqu
A Cloudflare Workers-based MCP server template for building remote MCP servers …
C 62 5⁄5 ◉ ⏳ 48 70 — 24 81 81
12165
evangstav
Personal MCP Server ⚡ Claim 3
A Model Context Protocol server for tracking personal health and well-being, of…
C 62 5⁄5 ◉ ⏳ 45 58 — 29 82 92
12166
mattjegan
swarmia-mcp Claim
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for qui…
C 62 6⁄6 ◉ ⏳ 90 68 0 37 81 91
12167
assif83
A template for deploying an unauthenticated Model Context Protocol server on Cl…
C 62 5⁄5 ◉ ⏳ 48 70 — 24 81 78
12168
zebbern
Zebbern Kali MCP ⚡ Claim 2
A Docker-based MCP server that grants AI agents direct access to a comprehensiv…
C 62 5⁄4 ◉ ⏳ 67 40 N/A 30 76 89
12169
icck
Toy MCP Server ⚡ Claim
A simple MCP server that provides two tools: one for counting specific letter o…
C 62 5⁄5 ◉ ⏳ 48 53 — 28 81 97
12170
Muzain187
TG_MCP ⚡ Claim
A lightweight Python interface that exposes TigerGraph database operations as s…
C 62 5⁄5 ◉ ⏳ 72 22 — 40 76 97
12171
roruizf
Enables AI assistants to interact with OpenStudio building energy models throug…
C 62 5⁄5 ◉ ⏳ 60 33 — 40 81 95
12172
addity3
Enables AI assistants to interact with Supabase databases through standardized …
C 62 5⁄5 ◉ ⏳ 68 30 — 43 81 86
12173
openfused
openfuse-mcp ⚡ Claim
Encrypted mail, shared memory, and persistent context for AI agents.
C 62 5⁄5 ◉ ⏳ 72 0 N/A 67 81 100
12174
Rev4nchist
An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…
C 62 5⁄5 ◉ ⏳ 57 50 — 25 80 93
12175
degenpilot404
Enables LLMs to query tokenized attention scores and credibility metrics for X/…
C 62 5⁄5 ◉ ⏳ 60 61 — 20 81 80
12176
uzaysozen
A comprehensive MCP server providing detailed IMDb data including movies, TV sh…
C 62 5⁄5 ◉ ⏳ 60 33 — 47 81 90
12177
hanifisenturk
SABIS MCP Server ⚡ Claim
Enables AI assistants to securely retrieve academic grades and course informati…
C 62 5⁄5 ◉ ⏳ 54 87 — 57 71 35
12178
gcorroto
MCP-Jenkins ⚡ Claim
A server that enables interaction with Jenkins CI/CD pipelines from any compati…
C 62 5⁄5 ◉ ⏳ 54 100 — 26 81 36
12179
davinoishi
Enables scanning web pages and entire domains to identify broken links, checkin…
C 62 5⁄5 ◉ ⏳ 60 50 — 21 81 93
12180
wiseman
OSM PostgreSQL Server ⚡ Claim 1
Provides OpenStreetMap integration for MCP, allowing users to query and visuali…
C 62 5⁄5 ◉ ⏳ 78 31 — 29 76 90
12181
dieselpro1111
TradesPro ⚡ Claim
TradesPro is an open source MCP server that gives AI assistants structured know…
C 61 5⁄5 ◉ ⏳ 72 0 — 60 82 96
12182
zhenzp
Fund MCP Server ⚡ Claim 1
A Model Context Protocol server that provides access to a fund knowledge base. …
C 61 5⁄5 ◉ ⏳ 57 61 — 36 80 67
12183
aptos-labs
Aptos NPM MCP ⚡ Claim 1
Enables users to manage API keys and perform Aptos Build actions through MCP-co…
C 61 5⁄5 ◉ ⏳ 56 82 — 31 81 45
12184
weidwonder
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
C 61 5⁄5 ◉ ⏳ 60 33 — 51 80 83
12185
Bwkyd
Weixin MCP ⚡ Claim
Enables reading and extracting content from WeChat public account articles usin…
C 61 5⁄4 ◉ ⏳ 50 35 N/A 48 92 84
12186
PuneetChandel
Enables secure interaction with billing systems through comprehensive PII/PCI r…
C 61 5⁄5 ◉ ⏳ 60 46 — 16 81 92
12187
vfarcic
DevOps AI Toolkit ⚡ Claim 2
Enables intelligent Kubernetes deployments, automated documentation testing, or…
C 61 6⁄6 ◉ ⏳ 86 45 0 97 61 92
12188
revomkg
BMKG MCP Server ⚡ Claim
An unofficial MCP server that provides access to Indonesia's BMKG data, includi…
C 61 5⁄5 ◉ ⏳ 54 31 — 42 80 100
12189
AnuragB7
MCP-RAG Claim
An MCP-compatible system that handles large files (up to 200MB) with intelligen…
C 61 5⁄5 ◉ ⏳ 56 40 — 37 81 92
12190
Ansvar-Systems
dominican-law-mcp ⚡ Claim
Dominican Republic legislation via MCP -- full-text search across statutes and …
C 61 6⁄6 ◉ ⏳ 86 56 0 51 82 91
12191
TollboothLabs
Reduces MCP tool description token costs by 40-70% through pure text schema dis…
C 61 5⁄4 ◉ ⏳ 60 36 N/A 18 95 88
12192
arjunkmrm
Facilitates real-time access to Singapore's Land Transport Authority (LTA) tran…
C 61 6⁄6 ◉ ⏳ 96 67 0 19 81 89
12193
agentventure
Weather MCP Server ⚡ Claim 1
An MCP server that provides weather information and alerts for US locations usi…
C 61 5⁄5 ◉ ⏳ 57 40 — 23 81 100
12194
stephenjhsu
A FastAPI-based server that provides tools for local file management and Databr…
C 61 5⁄5 ◉ ⏳ 66 41 — 16 81 94
12195
Omkar4141
Enables natural language expense management with SQLite storage, allowing users…
C 61 5⁄4 ◉ ⏳ 56 25 N/A 27 95 98
12196 C 61 5⁄4 ◉ ⏳ 30 57 N/A 21 95 98
12197
zipsmart-ai
A deployable Model Context Protocol server on Cloudflare Workers that enables c…
C 61 5⁄5 ◉ ⏳ 48 65 — 21 81 85
12198
Moderator11
An MCP server that interfaces with the WorldBank API to retrieve economic and l…
C 61 5⁄4 ◉ ⏳ 45 56 N/A 29 95 76
12199
vishnumallela
Zendesign MCP Server ⚡ Claim 1
An MCP server that allows Cursor users to fetch real-time information about Zen…
C 61 5⁄4 ◉ ⏳ 45 31 N/A 42 95 93
12200
kami2k1
MCP MySQL Server ⚡ Claim
Enables full control database operations on MySQL through natural language comm…
C 61 5⁄5 ◉ ⏳ 66 33 — 16 81 100
Showing 12151–12200 of 69111 servers
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