MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

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69365
Discovered
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33980
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2112
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16953
Complete
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Last updated 3 hours, 48 minutes ago

Grade Distribution

Score Distribution

Newly Added

EU TED Tenders (Apify Actor) by Tuper F OpenAlex Papers (Apify Actor) by Tuper F Hacker News (Apify Actor) by Tuper F GitHub Repos (Apify Actor) by Tuper F UK Companies House (Apify Actor) by Tuper F

Biggest Gainers

Airport Pickups London +31 HTML to Image +24 robomart +22

Biggest Drops

Black Label Continuum Website MCP -48 worldhums -48 Second Opinion -48
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29151
barzkit
Self-custody AI agent wallets with passkeys, gasless transactions & programmabl…
 C 60 3⁄4 ◔ ⏳ 62 — — 27 81 —
29152
Pranavvr
Enables AI assistants to access live GitHub repository data without cloning, su…
 C 60 3⁄4 ◔ ⏳ 64 — — 25 81 —
29153
sinmb79
blog-writer-mcp ⚡ Claim 1
An AI blog automation server that uses a 'Creative DNA' system to generate pers…
 C 60 3⁄4 ◔ ⏳ 62 — — 28 81 —
29154
aviman1109
livetrack-mcp ⚡ Claim
An autonomous MCP server that polls Garmin LiveTrack data during races, stores …
 C 60 3⁄4 ◔ ⏳ 60 — — 32 81 —
29155
User75621
memory-mcp ⚡ Claim 2
An MCP server that stores project memory in Supabase, allowing AI tools to pers…
 C 60 3⁄4 ◔ ⏳ 47 — — 54 81 —
29156
willibrandon
NetContextServer empowers AI coding assistants like Cursor AI to deeply underst…
 C 60 3⁄4 ◔ ⏳ 54 — — 44 81 —
29157
FX protection for SMEs — price Guards, live spot/forward rates, settlement date…
 C 60 2⁄5 ◔ ⏳ — — 39 — 81 —
29158
Jerick97
MCP Arena ⚡ Claim
A turn-based combat platform where AI agents autonomously battle in a real-time…
 C 60 3⁄4 ◔ ⏳ 56 — — 40 81 —
29159
bill-kopp-ai-dev
An MCP server that provides autonomous, multi-source web research capabilities …
 C 60 3⁄4 ◔ ⏳ 51 — — 48 81 —
29160
boam79
gov-support-mcp ⚡ Claim 1
An MCP server that automates the entire process of discovering, evaluating, and…
 C 60 3⁄4 ◔ ⏳ 57 — — 37 81 —
29161
schenkty
Provides AI agents with native access to the Keeta Network Layer 1 blockchain f…
 C 60 3⁄4 ◔ ⏳ 60 — — 34 81 —
29162
MikeB317
MEMGRAPH-MCP ⚡ Claim
A durable multi-agent orchestrator for software development with explicit run g…
 C 60 3⁄4 ◔ ⏳ 54 — — 42 81 —
29163
dmarsters
Provides tools for analyzing and generating content in the Frasurbane aesthetic…
 C 60 3⁄4 ◔ ⏳ 66 — — 24 81 —
29164
swannman
arkime-mcp-server ⚡ Claim 1
An MCP server for Arkime full packet capture that enables AI assistants to sear…
 C 60 3⁄4 ◔ ⏳ 61 — — 31 81 —
29165
nonnname
Enables interaction with the T-Invest (Tinkoff Investments) API to manage inves…
 C 60 3⁄4 ◔ ⏳ 48 — — 53 81 —
29166
lastfore
Enables natural language interaction with PostgreSQL databases, converting ques…
 C 59 3⁄4 ◔ ⏳ 60 — — 30 81 —
29167
jaskaran-ai
Acts as a bridge between AI models and the HR Solx REST API, enabling natural l…
 C 59 3⁄4 ◔ ⏳ 54 — — 37 81 —
29168
pipeworx-io
Pipeworx Claim
Live data gateway for AI agents. 261 data sources, 961 tools — SEC filings, FDA…
 C 59 3⁄4 ◔ ⏳ 52 — — 43 81 —
29169
purple-flea
Buy and manage domain names with USDC via API. Search availability, register .c…
 C 59 3⁄4 ◔ ⏳ 60 — — 30 81 —
29170
tourscale-repos
Frappe MCP Claim
Read-only MCP server for TourScale ERPNext, enabling agents to query franchisee…
 C 59 3⁄4 ◔ ⏳ 60 — — 30 81 —
29171
jaspertvdm
Bridge to the Google Gemini API for accessing Gemini Pro and Flash models.
 C 59 3⁄4 ◔ ⏳ 54 — — 39 81 —
29172
yenpu
redmine-mcp ⚡ Claim 1
An MCP server providing 63 tools to interact with Redmine instances, covering i…
 C 59 3⁄4 ◔ ⏳ 57 — — 35 81 —
29173
Agent-Prod
muze-mcp ⚡ Claim
Provides Meta and Google Ads intelligence for AI assistants, enabling users to …
 C 59 3⁄4 ◔ ⏳ 60 — — 27 81 —
29174
benoitleq
mcp-pubmed ⚡ Claim 1
An MCP server that provides direct access to PubMed and PubMed Central via the …
 C 59 3⁄4 ◔ ⏳ 61 — — 27 81 —
29175
vnikhilbuddhavarapu
Enables comprehensive management of WikiJS instances through tools for searchin…
 C 59 3⁄4 ◔ ⏳ 60 — — 30 81 —
29176
rkm7448
Wise MCP Server ⚡ Claim
A gateway MCP server for the Wise API that simplifies recipient management and …
 C 59 3⁄4 ◔ ⏳ 60 — — 29 81 —
29177
MeshLedger
MeshLedger ⚡ Claim
AI-to-AI marketplace with on-chain escrow
 C 59 3⁄4 ◔ ⏳ 48 — — 47 81 —
29178
meridian-edge
meridian-edge-mcp ⚡ Claim 1
Provides AI assistants with real-time prediction market consensus data, includi…
 C 59 3⁄4 ◔ ⏳ 60 — — 45 69 —
29179
Filipescordeiro2
mcp-postgres ⚡ Claim
Enables AI agents to execute SQL queries and introspect PostgreSQL schemas, tab…
 C 59 3⁄4 ◔ ⏳ 60 — — 30 81 —
29180
Neo1228
Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools.
 C 59 3⁄4 ◔ ⏳ 42 N/A N/A 58 81 —
29181
slonnik
raspi-bash-mcp ⚡ Claim
Exposes a single tool run_bash for executing arbitrary shell commands on a Rasp…
 C 59 3⁄4 ◔ ⏳ 60 — — 30 81 —
29182
12211725-star
Hospital WAF MCP ⚡ Claim 1
A Model Context Protocol server that exposes a hospital-oriented web applicatio…
 C 59 3⁄4 ◔ ⏳ 51 — — 45 81 —
29183
AgentBC9000
AgentDB Claim
Real-time curated knowledge API for AI agents. Updated Mon/Wed/Fri from 31 sour…
 C 59 3⁄4 ◔ ⏳ 48 — — 48 81 —
29184
Estaite-Solutions
estaite-mcp ⚡ Claim
Current US rental market data for AI agents: 1,500+ submarkets, monthly rent + …
 C 59 3⁄4 ◔ ⏳ 54 — — 39 81 —
29185
nowcika
Blender MCP ⚡ Claim
Enables Claude AI to control Blender 3D through natural language commands for o…
 C 59 3⁄4 ◔ ⏳ 62 — — 25 81 —
29186
Diogenesoftoronto
zrok-mcp ⚡ Claim
Enables AI agents to manage zrok tunnels, shares, and access programmatically t…
 C 59 3⁄4 ◔ ⏳ 60 — — 27 81 —
29187
openMF
mcp-mifosx Claim
A core banking integration for managing clients, loans, savings, shares, financ…
 C 59 3⁄4 ◔ ⏳ 50 — — 43 81 —
29188
RealYoungk
OpenKRX MCP Server ⚡ Claim
Provides Korean Exchange (KRX) Open API data as MCP tools, supporting 31 APIs f…
 C 59 3⁄4 ◔ ⏳ 62 — — 26 81 —
29189
edgardomunoznajar
Provides access to 529,000+ US statute sections across all 50 states and federa…
 C 59 3⁄4 ◔ ⏳ 60 — — 30 81 —
29190
zhaohongyuziranerran
Enables AI agents to manage and publish content across multiple Chinese social …
 C 59 3⁄4 ◔ ⏳ 62 — — 25 81 —
29191
ZLeventer
google-ads-mcp ⚡ Claim 1
MCP server for Google Ads API — 22 tools for campaigns, keywords, RSAs, assets,…
 C 59 3⁄4 ◔ ⏳ 45 — — 53 81 —
29192
austinntowns
blvd-mcp ⚡ Claim 1
An MCP server for Boulevard salon and spa operations that monitors shift utiliz…
 C 59 3⁄4 ◔ ⏳ 61 — — 27 81 —
29193
Tschonsen
CodeBrain ⚡ Claim 2
An MCP server that offloads bulk coding tasks to local LLMs, allowing Claude Co…
 C 59 3⁄4 ◔ ⏳ 51 — — 45 81 —
29194
charltonmediagroup
An MCP server that connects Claude to the LinkedIn Ads API for natural-language…
 C 59 3⁄4 ◔ ⏳ 57 — — 35 81 —
29195
CDataSoftware
This read-only MCP Server allows you to connect to MarkLogic data from Claude D…
 C 59 3⁄4 ◔ ⏳ 58 — — 33 81 —
29196
vnikhilbuddhavarapu
This server enables interaction with Mattermost workspaces to manage channels, …
 C 59 3⁄4 ◔ ⏳ 60 — — 29 81 —
29197
hh881094-ctrl
axis-mcp ⚡ Claim 1
MCP server for Axis team action management tool, allowing Claude to access goal…
 C 59 3⁄4 ◔ ⏳ 55 — — 35 81 —
29198
PKWadsy
grok-mcp ⚡ Claim
MCP server that wraps the xAI Grok API, allowing Claude and other AI agents to …
 C 59 3⁄4 ◔ ⏳ 60 — — 30 81 —
29199
jliocsar
Enables LLMs to interact with Bitbucket repositories, primarily focusing on ret…
 C 59 3⁄4 ◔ ⏳ 54 — — 39 81 —
29200
GraysonCAdams
todoist-mcp ⚡ Claim 1
An MCP server that provides AI assistants with full access to Todoist tasks, pr…
 C 59 3⁄4 ◔ ⏳ 45 — — 55 81 —
Showing 29151–29200 of 69365 servers
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