Comparison
agno vs mcp-language-server
Verdict
Pick agno when agno is primarily Python; mcp-language-server is Go; pick mcp-language-server when mcp-language-server is primarily Go; agno is Python.
Markdown twin · agno alternatives · mcp-language-server alternatives
GraphCanon updated today
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Trust & integrity
| Signal | agno | mcp-language-server |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (131d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- agno
- Build, run, and manage your own agent platform.
- mcp-language-server
- mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
Stars
- agno
- 41k
- mcp-language-server
- 1.6k
Forks
- agno
- 5.6k
- mcp-language-server
- 138
Open issues
- agno
- 1.0k
- mcp-language-server
- 63
Language
- agno
- Python
- mcp-language-server
- Go
Adopt for
- agno
- Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
- mcp-language-server
- -
Persona
- agno
- -
- mcp-language-server
- -
Runtime
- agno
- -
- mcp-language-server
- -
License
- agno
- Apache-2.0
- mcp-language-server
- BSD-3-Clause
Last pushed
- agno
- Jul 11, 2026
- mcp-language-server
- Mar 1, 2026
Categories
- agno
- AI Agents, Developer Tools
- mcp-language-server
- Developer Tools
Trust and health
Maintenance
- agno
- Very active (96%)
- mcp-language-server
- Slowing (36%)
Days since push
- agno
- 0d
- mcp-language-server
- 131d
Open issues (now)
- agno
- 1.0k
- mcp-language-server
- 63
Owner type
- agno
- Organization
- mcp-language-server
- User
Security scan
- agno
- No lockfile
- mcp-language-server
- No MCP manifest
Full report
- agno
- Trust report
- mcp-language-server
- Trust report
Choose agno if…
- agno is primarily Python; mcp-language-server is Go.
- License: agno is Apache-2.0, mcp-language-server is BSD-3-Clause.
- Tags unique to agno: agents, ai-agents, developer-tools, python.
- Also covers AI Agents.
- Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
When NOT to use agno
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose mcp-language-server if…
- mcp-language-server is primarily Go; agno is Python.
- License: mcp-language-server is BSD-3-Clause, agno is Apache-2.0.
- Tags unique to mcp-language-server: ai, go, language-server-protocol, mcp.
When NOT to use mcp-language-server
- Last GitHub push was 132 days ago (slowing maintenance, Mar 1, 2026). Validate activity before betting a new project on mcp-language-server.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (agno-agi/agno) · observed Jul 11, 2026
- GitHub forks (agno-agi/agno) · observed Jul 11, 2026
- Last push (agno-agi/agno) · observed Jul 11, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (isaacphi/mcp-language-server) · observed Jul 11, 2026
- GitHub forks (isaacphi/mcp-language-server) · observed Jul 11, 2026
- Last push (isaacphi/mcp-language-server) · observed Mar 1, 2026
- License file (BSD-3-Clause) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agno 41k · mcp-language-server 1.6k (synced Jul 11, 2026).
Common questions
- What is the difference between agno and mcp-language-server?
- agno: Build, run, and manage your own agent platform.. mcp-language-server: mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.. See the comparison table for live GitHub stats and shared categories.
- When should I choose agno over mcp-language-server?
- Choose agno over mcp-language-server when agno is primarily Python; mcp-language-server is Go; License: agno is Apache-2.0, mcp-language-server is BSD-3-Clause; Tags unique to agno: agents, ai-agents, developer-tools, python; Also covers AI Agents; Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions.
- When should I choose mcp-language-server over agno?
- Choose mcp-language-server over agno when mcp-language-server is primarily Go; agno is Python; License: mcp-language-server is BSD-3-Clause, agno is Apache-2.0; Tags unique to mcp-language-server: ai, go, language-server-protocol, mcp.
- When should I avoid agno?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid mcp-language-server?
- Last GitHub push was 132 days ago (slowing maintenance, Mar 1, 2026). Validate activity before betting a new project on mcp-language-server. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is agno or mcp-language-server more popular on GitHub?
- agno has more GitHub stars (41,090 vs 1,567). Stars measure visibility, not whether either tool fits your constraints.
- Are agno and mcp-language-server open source?
- Yes - both are open-source projects on GitHub (agno: Apache-2.0, mcp-language-server: BSD-3-Clause).
- Where can I find alternatives to agno or mcp-language-server?
- GraphCanon lists graph-backed alternatives at agno alternatives and mcp-language-server alternatives (agno markdown twin, mcp-language-server markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, agno or mcp-language-server?
- agno: Very active. mcp-language-server: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for agno and mcp-language-server?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agno trust report; mcp-language-server trust report.